AI can replace interfaces but not systems of record. The database commit is where intent becomes enterprise reality – and that boundary matters more than ever.

AI agents querying live databases generate unplanned load that breaks enterprise performance assumptions. This article explains the hidden cost for systems of record.

For two decades, DBAs protected production databases from analytics workloads. AI agents have ended that truce and the consequences go deeper than most realise.

AI agents bypass dashboards and query databases directly. This article explains what that means for the architecture of enterprise data systems and systems of record.

Databases were designed for human-paced interaction – sessions, think time and deliberate intent. AI agents remove all three assumptions simultaneously.