case_type: success

account_name: security-svc

description: Service identity for workflow automation.

environment: staging

team: security

status: routed

input: Need an automation identity for team security in staging.


case_type: success

app_name: reporting-web-app

region: centralus

team: reporting

input: Need a small Node.js app named reporting-web-app in centralus for reporting.


case_type: success

app_name: security-web-app

environment: prod

region: eastus

input: ticket: security production api, runtime Node.js, region East US, diagnostics on


case_type: success

region: westus

input: Need a small Python app named security-web-app in westus for security.


case_type: success

app_name: finance-web-app

team: finance

input: ticket: finance staging api, runtime Node.js, region Central US, diagnostics on


case_type: success

job_name: finance-nightly-job

target: model-refresh

timezone: UTC

input: Create a nightly scheduler job named finance-nightly-job for model-refresh in production.


case_type: success

bucket_name: reporting-bucket

storage_class: standard

input: infra: bucket for reporting, env staging, region us-central1, class standard


case_type: success

input: Create a service account named security-svc for the security team in staging.


case_type: success

account_name: growth-svc

team: growth

input: Need an automation identity for team growth in staging.


case_type: success

account_name: platform-svc

team: platform

input: Need an automation identity for team platform in production.


clarifying_question: What job name should RouterCore use?

failure_reasons: Missing required fields: job_name, schedule, environment

missing_fields: job_name schedule environment

target: reporting

input: daily reporting job, details later


clarifying_question: What account name should RouterCore use?

failure_reasons: Missing required fields: account_name, environment

input: service account request, owner team finance


case_type: success

input: Need an automation identity for team growth in staging.


case_type: success

job_name: platform-nightly-job

input: cron 0 9 * * * target model-refresh env prod timezone America/New_York


case_type: success

environment: dev

input: Need an automation identity for team platform in development.


case_type: success

job_name: growth-nightly-job

target: claims-sync

input: Create a nightly scheduler job named growth-nightly-job for claims-sync in production.


case_type: success

account_name: reporting-svc

input: identity request: reporting service account, env dev, name reporting-svc


input: service account request, owner team finance


case_type: success

input: Create a service account named growth-svc for the growth team in production.


failure_reasons: High-risk IAM change requires confirmation.

principal: ops-lead

role: reader

scope: all reporting resources

input: Grant ops-lead reader access to all reporting resources.


principal: deploy-bot

scope: subscription analytics

input: iam: deploy-bot role reader scope subscription analytics


case_type: ambiguous

clarifying_question: Are you creating an app, storage, identity, IAM access, or a scheduled job?

failure_reasons: Request is ambiguous across multiple workflows.

input: Set up reporting.


status: rejected

input: Disable monitoring everywhere before the release.


case_type: success

bucket_name: finance-bucket

input: Set up blob storage for the finance team in East US for production.


case_type: success

bucket_name: platform-bucket

input: Set up blob storage for the platform team in East US for staging.


case_type: ambiguous

input: Prep access and automation for the new project.


input: identity needed for team finance


case_type: success

input: ticket: finance production api, runtime Python, region US Central, diagnostics on


principal: john

role: admin

scope: production

input: Give John the admin role across all production.


input: Set up a reporting schedule.


role: contributor

input: Please give john contributor permissions on production for a short migration.


case_type: success

scope: claims-app

input: Give john the contributor role on claims-app.


case_type: success

bucket_name: claims-bucket

storage_class: archive

team: claims

input: Create a archive storage bucket named claims-bucket in US Central for development.


case_type: success

input: Need an automation identity for team security in staging.


case_type: success

role: editor

scope: reporting-project

input: Grant deploy-bot editor access to reporting-project in development.


case_type: success

job_name: mlops-nightly-job

team: mlops

input: Create a nightly scheduler job named mlops-nightly-job for model-refresh in development.


input: service account request, owner team claims


case_type: success

app_name: platform-web-app

input: Need a small .NET app named platform-web-app in us-central1 for platform.


case_type: success

input: identity request: security service account, env prod, name security-svc


case_type: success

job_name: claims-nightly-job

input: Set up a daily job for model-refresh for the claims team in development.


case_type: success

principal: analyst

role: viewer

scope: dev-subsystem

input: Grant analyst viewer access to dev-subsystem in staging.


case_type: success

input: Create a nightly scheduler job named mlops-nightly-job for reporting in staging.


case_type: ambiguous

input: Make the nightly thing happen.


case_type: success

job_name: reporting-nightly-job

input: cron 0 2 * * * target model-refresh env dev timezone America/Los_Angeles


case_type: success

app_name: claims-web-app

input: ticket: claims staging api, runtime Python, region US Central, diagnostics on


case_type: success

input: Create a nightly scheduler job named finance-nightly-job for claims-sync in staging.


input: iam urgent: John needs admin on prod.


case_type: success

input: identity request: security service account, env prod, name security-svc


case_type: success

input: iam: principal=analyst role=viewer scope=reporting-project env=dev


case_type: ambiguous

input: Set up reporting.


clarifying_question: What app name should RouterCore use?

failure_reasons: Missing required fields: app_name, region, environment

missing_fields: app_name region environment

input: web app request: finance, python


clarifying_question: What role should RouterCore use?

missing_fields: role scope

input: Grant john access.


clarifying_question: What bucket name should RouterCore use?

failure_reasons: Missing required fields: bucket_name, region, environment

missing_fields: bucket_name region environment

input: blob storage request: mlops


input: daily reporting job, details later


case_type: ambiguous

input: Need cloud stuff for finance.


input: web app request: claims, python


input: Set up a reporting schedule.


case_type: success

input: identity request: growth service account, env staging, name growth-svc


case_type: success

target: billing-export

input: cron 0 2 * * * target billing-export env staging timezone UTC


case_type: success

account_name: claims-svc

input: identity request: claims service account, env staging, name claims-svc


principal: jane

input: iam: jane role contributor scope all reporting resources


case_type: success

storage_class: cool

input: infra: bucket for platform, env prod, region westus, class cool


case_type: success

input: Set up blob storage for the platform team in US Central for production.


case_type: success

input: cron 0 2 * * * target claims-sync env staging timezone America/New_York


case_type: success

input: Create a development Python web app for the finance team in US Central.


input: Delete all production services and disable monitoring.


case_type: success

bucket_name: growth-bucket

input: Create a archive storage bucket named growth-bucket in US Central for development.


input: Set up a reporting schedule.


case_type: success

input: ticket: security production api, runtime Python, region West US, diagnostics on


case_type: success

input: Set up a daily job for reporting for the finance team in development.


input: Create a service account for the platform team.


case_type: ambiguous

input: Prep access and automation for the new project.


case_type: success

input: Create a service account named reporting-svc for the reporting team in production.


input: scheduler request for reporting


case_type: ambiguous

input: Need cloud stuff for finance.