From SOPs to Business Graph: How Atlan Teaches AI Agents the Language of Your Business

Most of your context isn't in tables. It lives in the SOPs, PDFs, and runbooks your team already trusts. That's exactly where AI agents need to look to answer real business questions, and where most data platforms can't help. Atlan brings unstructured data into the context layer. Knowledge Folders ingest the gold layer of your unstructured documents (SOPs, PDFs, refund references) and make them queryable for AI agents. The Business Graph maps real business concepts: subscriptions, invoices, the metrics calculated from them, and the entities they connect to. Context agents crawl your knowledge folders, link every concept back to your data layer, and auto-manage the graph as it evolves.