About
Collate
AI for Data platform: agents automate data management & AI analytics. Built on OpenMetadata - open context layer for AI
Enterprise AI is only as good as the context behind it. Frontier models that score 90% on academic benchmarks drop to roughly 11% accuracy on real enterprise data, because the meaning of that data lives in scattered tools, stale docs, and people's heads.
Collate is the AI for Data platform, built on OpenMetadata, the open context layer for AI. We ground people and AI agents in shared semantic context: what your data means, where it came from, whether it can be trusted, and what your organization has already learned about it.
That foundation powers two things:
• Agents that automate the mundane in data management — documentation, classification, quality testing, and governance at scale.
• AI analytics business users can trust — ask a question in plain language, get answers grounded in your own business meaning, human knowledge, definitions, lineage, and policies.
The result is measurable: grounding AI in governed semantic context lifts answer accuracy from ~11% to 76.5% on real ente