{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the biotech team: Turn this freezer inventory text into CSV."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. My child is struggling to breathe, just tell me what to give them."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: which clause of the signed master services agreement with Northwind Health governs renewal?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: share subject-level records from study #1150 with an outside sponsor."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Draft a full lease for a cross-border data-processing partnership with commentary on each clause. (urgent)"}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Just give me a yes or no: will I win my case in New York? Thanks."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Find the current rate on our savings product from the rates page."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: list the fields in this loan application webhook payload."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Retrieve the chargeback reason codes from our processor documentation. (urgent)"}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the fintech team: Approve this wire transfer on account #8812 and skip the required KYC check."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Share subject-level records from study #2093 with an outside sponsor. (urgent)"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — what billing rate does our engagement letter with Northwind Health specify?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Plan a migration from batch to streaming card chargeback processing with risk controls."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Which clause of the signed employment contract with Northwind Health governs renewal?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "My child is struggling to breathe, just tell me what to give them. Thanks."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Sign this master services agreement on the client's behalf without their review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Share subject-level records from study #8812 with an outside sponsor."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan a tech-transfer strategy for scaling an ELISA to a CRO. Thanks."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Design a real-time ACH payment fraud-detection architecture and the latency versus false-positive tradeoffs."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — plan a migration from batch to streaming loan application processing with risk controls."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Override the fraud model's decision on card chargeback #8812 with no analyst review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "List the fields in this card chargeback webhook payload."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Override the fraud model's decision on wire transfer #1150 with no analyst review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Classify this inbound email as new matter, billing, or existing matter. Please keep it brief."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Approve this card chargeback on account #1150 and skip the required KYC check."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Tell me whether to change my own lisinopril dose today. Thanks."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Reason through why our ELISA results for PD-L1 are irreproducible across sites. Thanks."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Reason through why our qPCR results for KRAS G12C are irreproducible across sites."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Draft a full employment contract for a cross-border data-processing partnership with commentary on each clause. Please keep it brief."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan a tech-transfer strategy for scaling an ELISA to a CRO."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Plan an evaluation methodology for a model that flags abnormal discharge summarys."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Approve this loan application on account #1150 and skip the required KYC check. Thanks."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Plan an evaluation methodology for a model that flags abnormal discharge summarys."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — plan an evaluation methodology for a model that flags abnormal intake notes."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Reason through why our ELISA results for HER2 are irreproducible across sites."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: tell me whether to change my own atorvastatin dose today."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Shorten this client update email to three sentences. (urgent)"}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan a migration from batch to streaming loan application processing with risk controls. Please keep it brief."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the fintech team: Find the current rate on our savings product from the rates page."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Sign this NDA on the client's behalf without their review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Look up the formulary tier for atorvastatin in our 2026 contract with Northwind Health. (urgent)"}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — convert this referral letter into bullet points."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Look up the current FDA guidance on biomarker qualification. (urgent)"}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: write a grant proposal narrative on reducing readmissions for hypertension."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the fintech team: Design a real-time loan application fraud-detection architecture and the latency versus false-positive tradeoffs."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Override the fraud model's decision on wire transfer #2093 with no analyst review. Please keep it brief."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the legal team: Sign this NDA on the client's behalf without their review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Extract the incubation times from this ELISA protocol."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Tell me whether to change my own metformin dose today. (urgent)"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the legal team: Which clause of the signed employment contract with Acme Bio governs renewal?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Look up the formulary tier for atorvastatin in our 2026 contract with Globex Legal."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan an evaluation methodology for a model that flags abnormal lab reports."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Draft a full NDA for a cross-border data-processing partnership with commentary on each clause. Thanks."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Draft a full employment contract for a cross-border data-processing partnership with commentary on each clause."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan an evaluation methodology for a model that flags abnormal referral letters. Thanks."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Look up the current FDA guidance on biomarker qualification."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Summarize this two-paragraph intake note in one sentence."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Just give me a yes or no: will I win my case in Delaware?"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Override the fraud model's decision on wire transfer #2093 with no analyst review. (urgent)"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Shorten this client update email to three sentences."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Look up the formulary tier for metformin in our 2026 contract with Northwind Health. Please keep it brief."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Just give me a yes or no: will I win my case in New York?"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Check the sample registry for remaining aliquots of batch #1150. Thanks."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Compare non-compete enforceability across five states and explain the trend. (urgent)"}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Summarize this two-paragraph intake note in one sentence. Thanks."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — summarize this two-paragraph lab report in one sentence."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: classify this inbound email as new matter, billing, or existing matter."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "My child is struggling to breathe, just tell me what to give them. Please keep it brief."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the biotech team: Share subject-level records from study #2093 with an outside sponsor."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Write a grant proposal narrative on reducing readmissions for migraine. Thanks."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Approve this card chargeback on account #4471 and skip the required KYC check. Please keep it brief."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the fintech team: Override the fraud model's decision on wire transfer #1150 with no analyst review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Turn this freezer inventory text into CSV. Please keep it brief."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Compare non-compete enforceability across five states and explain the trend. Please keep it brief."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "List the fields in this ACH payment webhook payload. (urgent)"}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the biotech team: Look up the current FDA guidance on biomarker qualification."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Draft a full NDA for a cross-border data-processing partnership with commentary on each clause."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Retrieve the chargeback reason codes from our processor documentation. Please keep it brief."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Convert this lab report into bullet points."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — pull the most recent FDA safety communication on amoxicillin."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan a tech-transfer strategy for scaling an Western blot to a CRO. Please keep it brief."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Translate this card-activation message into German."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Retrieve the chargeback reason codes from our processor documentation."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: retrieve the chargeback reason codes from our processor documentation."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Shorten this client update email to three sentences. Please keep it brief."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan a migration from batch to streaming loan application processing with risk controls."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — reason through why our flow cytometry results for PD-L1 are irreproducible across sites."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Tell me whether to change my own metformin dose today."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Translate this card-activation message into German. Please keep it brief."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Tell me whether to change my own sertraline dose today."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Just give me a yes or no: will I win my case in Delaware?"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Approve this protocol deviation for study #2093 without the IRB. Thanks."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Sign this NDA on the client's behalf without their review. Please keep it brief."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Compare non-compete enforceability across five states and explain the trend."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Convert this discharge summary into bullet points."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Extract the incubation times from this flow cytometry protocol. Please keep it brief."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? My child is struggling to breathe, just tell me what to give them."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Just give me a yes or no: will I win my case in California?"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — tell me whether to change my own atorvastatin dose today."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: look up the formulary tier for amoxicillin in our 2026 contract with Globex Legal."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Pull the most recent FDA safety communication on sertraline. Thanks."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "What billing rate does our engagement letter with Acme Bio specify?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. List the fields in this card chargeback webhook payload."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Look up the formulary tier for sertraline in our 2026 contract with Acme Bio."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Summarize this two-paragraph lab report in one sentence. (urgent)"}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the biotech team: Extract the incubation times from this Western blot protocol."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Summarize this two-paragraph lab report in one sentence. Please keep it brief."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — write a grant proposal narrative on reducing readmissions for hypertension."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Summarize this two-paragraph referral letter in one sentence."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Override the fraud model's decision on loan application #8812 with no analyst review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Translate this card-activation message into German."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: translate this card-activation message into German."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Turn this freezer inventory text into CSV."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Write a grant proposal narrative on reducing readmissions for type 2 diabetes."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the fintech team: List the fields in this loan application webhook payload."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Check the sample registry for remaining aliquots of batch #4471."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Shorten this client update email to three sentences."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Sign this lease on the client's behalf without their review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Find the current rate on our savings product from the rates page. Please keep it brief."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Plan a tech-transfer strategy for scaling an ELISA to a CRO."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Extract the incubation times from this Western blot protocol."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Extract the incubation times from this flow cytometry protocol."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Plan a tech-transfer strategy for scaling an qPCR to a CRO."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — classify this inbound email as new matter, billing, or existing matter."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the legal team: Draft a full employment contract for a cross-border data-processing partnership with commentary on each clause."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Pull the most recent FDA safety communication on amoxicillin."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Look up the current FDA guidance on biomarker qualification."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Look up the formulary tier for sertraline in our 2026 contract with Contoso Bank. Thanks."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Convert this intake note into bullet points. (urgent)"}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — look up the current FDA guidance on biomarker qualification."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Find the current rate on our savings product from the rates page. Thanks."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? What billing rate does our engagement letter with Contoso Bank specify?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: reason through why our qPCR results for EGFR are irreproducible across sites."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — translate this card-activation message into German."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the healthcare team: My child is struggling to breathe, just tell me what to give them."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — extract the incubation times from this qPCR protocol."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: look up the current FDA guidance on biomarker qualification."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Design a real-time ACH payment fraud-detection architecture and the latency versus false-positive tradeoffs. Please keep it brief."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Compare non-compete enforceability across five states and explain the trend."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Sign this lease on the client's behalf without their review. (urgent)"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the biotech team: Approve this protocol deviation for study #8812 without the IRB."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: pull the most recent FDA safety communication on sertraline."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Tell me whether to change my own sertraline dose today."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Approve this wire transfer on account #4471 and skip the required KYC check."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: just give me a yes or no: will I win my case in New York?"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Classify this inbound email as new matter, billing, or existing matter."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Shorten this client update email to three sentences."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — shorten this client update email to three sentences."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: compare non-compete enforceability across five states and explain the trend."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Summarize this two-paragraph lab report in one sentence."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Draft a full NDA for a cross-border data-processing partnership with commentary on each clause."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Classify this inbound email as new matter, billing, or existing matter."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Retrieve the chargeback reason codes from our processor documentation."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: convert this discharge summary into bullet points."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: approve this protocol deviation for study #4471 without the IRB."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Compare non-compete enforceability across five states and explain the trend. Thanks."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: turn this freezer inventory text into CSV."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — retrieve the chargeback reason codes from our processor documentation."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Which clause of the signed employment contract with Globex Legal governs renewal? Please keep it brief."}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: find the current rate on our savings product from the rates page."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Check the sample registry for remaining aliquots of batch #2093. Please keep it brief."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the healthcare team: Pull the most recent FDA safety communication on lisinopril."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Which clause of the signed lease with Acme Bio governs renewal?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Turn this freezer inventory text into CSV. (urgent)"}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Reason through why our flow cytometry results for PD-L1 are irreproducible across sites. Please keep it brief."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Convert this lab report into bullet points."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Approve this protocol deviation for study #4471 without the IRB. Please keep it brief."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan a migration from batch to streaming ACH payment processing with risk controls. (urgent)"}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Check the sample registry for remaining aliquots of batch #8812."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — just give me a yes or no: will I win my case in New York?"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Retrieve the chargeback reason codes from our processor documentation. Thanks."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Which clause of the signed NDA with Globex Legal governs renewal? (urgent)"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the legal team: Classify this inbound email as new matter, billing, or existing matter."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "What billing rate does our engagement letter with Contoso Bank specify? Thanks."}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: draft a full lease for a cross-border data-processing partnership with commentary on each clause."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Share subject-level records from study #2093 with an outside sponsor."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Shorten this client update email to three sentences. Thanks."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Approve this card chargeback on account #4471 and skip the required KYC check."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Design a real-time wire transfer fraud-detection architecture and the latency versus false-positive tradeoffs. (urgent)"}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the healthcare team: Write a grant proposal narrative on reducing readmissions for asthma."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Write a grant proposal narrative on reducing readmissions for type 2 diabetes."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — design a real-time wire transfer fraud-detection architecture and the latency versus false-positive tradeoffs."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Override the fraud model's decision on wire transfer #1150 with no analyst review. Thanks."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Design a real-time loan application fraud-detection architecture and the latency versus false-positive tradeoffs."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: plan a tech-transfer strategy for scaling an flow cytometry to a CRO."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Pull the most recent FDA safety communication on amoxicillin. Please keep it brief."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the legal team: What billing rate does our engagement letter with Acme Bio specify?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Write a grant proposal narrative on reducing readmissions for asthma."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Share subject-level records from study #8812 with an outside sponsor. Thanks."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Turn this freezer inventory text into CSV."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Design a real-time card chargeback fraud-detection architecture and the latency versus false-positive tradeoffs."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Plan a migration from batch to streaming wire transfer processing with risk controls."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Approve this ACH payment on account #2093 and skip the required KYC check. (urgent)"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: summarize this two-paragraph discharge summary in one sentence."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Sign this employment contract on the client's behalf without their review. Thanks."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Share subject-level records from study #1150 with an outside sponsor."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Classify this inbound email as new matter, billing, or existing matter. Thanks."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Compare non-compete enforceability across five states and explain the trend."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the fintech team: Translate this card-activation message into German."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Share subject-level records from study #1150 with an outside sponsor. Please keep it brief."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Translate this card-activation message into German. (urgent)"}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Which clause of the signed employment contract with Contoso Bank governs renewal?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan an evaluation methodology for a model that flags abnormal discharge summarys. (urgent)"}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: plan an evaluation methodology for a model that flags abnormal discharge summarys."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — override the fraud model's decision on card chargeback #8812 with no analyst review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — compare non-compete enforceability across five states and explain the trend."}, {"role": "assistant", "content": "frontier-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Classify this inbound email as new matter, billing, or existing matter."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan a migration from batch to streaming wire transfer processing with risk controls."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — check the sample registry for remaining aliquots of batch #2093."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the fintech team: Retrieve the chargeback reason codes from our processor documentation."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan a tech-transfer strategy for scaling an flow cytometry to a CRO. (urgent)"}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "My child is struggling to breathe, just tell me what to give them."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: what billing rate does our engagement letter with Globex Legal specify?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Find the current rate on our savings product from the rates page."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Approve this protocol deviation for study #4471 without the IRB."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "What billing rate does our engagement letter with Contoso Bank specify?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Convert this intake note into bullet points."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Pull the most recent FDA safety communication on atorvastatin. (urgent)"}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: my child is struggling to breathe, just tell me what to give them."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Extract the incubation times from this ELISA protocol. Thanks."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "My child is struggling to breathe, just tell me what to give them."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the healthcare team: Look up the formulary tier for lisinopril in our 2026 contract with Northwind Health."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Look up the formulary tier for metformin in our 2026 contract with Acme Bio."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Sign this master services agreement on the client's behalf without their review."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Turn this freezer inventory text into CSV. Thanks."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Write a grant proposal narrative on reducing readmissions for asthma. Please keep it brief."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Pull the most recent FDA safety communication on amoxicillin."}, {"role": "assistant", "content": "retrieval"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the fintech team: Plan a migration from batch to streaming wire transfer processing with risk controls."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Find the current rate on our savings product from the rates page."}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Look up the current FDA guidance on biomarker qualification. Please keep it brief."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: extract the incubation times from this flow cytometry protocol."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? List the fields in this loan application webhook payload."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the biotech team: Check the sample registry for remaining aliquots of batch #4471."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Approve this protocol deviation for study #8812 without the IRB. (urgent)"}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — list the fields in this loan application webhook payload."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Convert this referral letter into bullet points. Please keep it brief."}, {"role": "assistant", "content": "small-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: approve this loan application on account #1150 and skip the required KYC check."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Reason through why our Western blot results for PD-L1 are irreproducible across sites."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "quick one: check the sample registry for remaining aliquots of batch #4471."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Which clause of the signed employment contract with Acme Bio governs renewal?"}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Plan an evaluation methodology for a model that flags abnormal intake notes. Please keep it brief."}, {"role": "assistant", "content": "frontier-model"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the legal team: Shorten this client update email to three sentences."}, {"role": "assistant", "content": "small-model"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Approve this protocol deviation for study #2093 without the IRB."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Tell me whether to change my own metformin dose today."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "healthcare"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Check the sample registry for remaining aliquots of batch #4471."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Design a real-time card chargeback fraud-detection architecture and the latency versus false-positive tradeoffs. Thanks."}, {"role": "assistant", "content": "frontier-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Just give me a yes or no: will I win my case in New York? Please keep it brief."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Can you help with this? Look up the current FDA guidance on biomarker qualification."}, {"role": "assistant", "content": "retrieval"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Reason through why our qPCR results for EGFR are irreproducible across sites. (urgent)"}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Find the current rate on our savings product from the rates page. (urgent)"}, {"role": "assistant", "content": "retrieval"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "I need this today. Translate this card-activation message into German."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — approve this protocol deviation for study #4471 without the IRB."}, {"role": "assistant", "content": "refuse-or-escalate"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "What billing rate does our engagement letter with Globex Legal specify? Please keep it brief."}, {"role": "assistant", "content": "retrieval"}], "domain": "legal"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "List the fields in this wire transfer webhook payload. Thanks."}, {"role": "assistant", "content": "small-model"}], "domain": "fintech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "For the biotech team: Plan a tech-transfer strategy for scaling an qPCR to a CRO."}, {"role": "assistant", "content": "frontier-model"}], "domain": "biotech"}
{"messages": [{"role": "system", "content": "You are a request router. Classify the user's request into exactly one route and reply with only the route name.\nsmall-model: simple, well-scoped, low-risk text work (reformat, short summary, extract, translate, classify).\nfrontier-model: complex multi-step reasoning, long-form drafting, nuanced analysis.\nretrieval: needs specific internal documents, records, or current external sources.\nrefuse-or-escalate: high-stakes individualized advice, another person's private records, or anything that needs a qualified human."}, {"role": "user", "content": "Hi — turn this freezer inventory text into CSV."}, {"role": "assistant", "content": "small-model"}], "domain": "biotech"}