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  title: README
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- Edit this `README.md` markdown file to author your organization card.
 
 
 
 
 
 
 
 
 
 
 
 
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+ # YPAI
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+ YPAI produces training data and evaluates AI models, agents, RAG, speech and multimodal systems. A network of 50,000 contributors, specialist human review and advanced automation work in one platform, YPAI Collect.
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+ **AI Training Data.** Qualified speakers, annotators and domain experts produce speech, multimodal data, demonstrations, preferences and agent tasks, with calibration, independent review and adjudication. Datasets are delivered model-ready, with per-item Data Assurance Records, machine-readable rights, reproducible splits, lineage and signed manifests.
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+ **AI Evaluation.** Blind comparisons produce preference judgments and reusable human reference sets, and automated judges are calibrated against human reference judgments. Results are delivered as example-level judgments and structured CSV or JSONL.
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+ - Data collection and production: https://ypai.ai/data-collection/
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+ - Evaluation: https://ypai.ai/data-solutions/evaluation/
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+ - Available on AWS Marketplace as YPAI AI Training Data and YPAI AI Evaluation
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+ - Contact: support@ypai.ai