How it works
When you connect a database, Sequel's agent begins building a model of your data — not just the schema, but the meaning behind it. It tracks which queries get run, which get corrected, and which patterns repeat across your team.
Over weeks of use, the agent develops a working knowledge of your business that a new analyst would take months to acquire. It knows that arr means Annual Recurring Revenue, that churn is calculated from the subscriptions table, and that your fiscal year starts in February.
Who it's for
Self-learning agents are most valuable for teams where multiple people need data answers but only one or two people know SQL. The agent democratises access without sacrificing accuracy.