Teams are wiring AI coding agents straight to their warehouse over MCP and asking things like “What was our revenue by channel in Q2?” The agent finds a revenue table, runs a query, and returns a number in seconds, with no waiting on the data team. While the answer initially looks right, the problem is that the number is often wrong. A query can be technically correct and still not match what the business means by “revenue,” say by including returns that haven’t been processed yet.
Bits Data Analysis, now in Preview, gets teams answers that are fast and reliable using curated context from across your business.
In this post, we’ll show how Bits Data Analysis helps you:
Answer business questions with the right contextConnect business metrics to production root causesCurate business context with the Context Workbench
Answer business questions with the right context









