Ask an AI agent any business question (“which regions missed our quarterly revenue plan?”), and it will find a sales table in your warehouse, churn through SQL queries, and hand you a number. However, whether that number is the one your finance team would trust enough to sign off on is a separate question. The reliability of AI results depends on business understanding and data context your warehouse doesn’t hold, scattered across systems in your data estate and in your team’s institutional knowledge.