Enterprise analytics is moving from static dashboards to conversational data agents. The hard part is not generating SQL or charts — it is knowing which business context to pull in for each question.

In this talk for MLOps Community, explai co-founder Dirk Petzoldt explains how dynamic contextual retrieval lets agents adapt to changing schemas, domain knowledge, and user intent — so answers stay accurate as data and organizations evolve.

Want to see how explai applies these ideas to your data? Get in touch.