
BI Managed Services: What It Solved, and What Replaced It
Managed BI solved a real problem: who keeps reporting alive after go-live. Why the staffed model failed, and what changes when the platform does the work.
AI-native data platforms: agent-operated infrastructure, governance built into the platform, and what replaced the BI managed services model.

Managed BI solved a real problem: who keeps reporting alive after go-live. Why the staffed model failed, and what changes when the platform does the work.

Why manual governance decays between audits, and how governance by design encodes standards, enforces them continuously and captures lineage as data moves.

What agent-operated data infrastructure means: agents build, maintain, monitor and govern the data lifecycle while senior practitioners own the outcome.

What makes a data platform AI-native: agents run the data lifecycle under senior practitioners, how that differs from BI consulting, and the caveats to check.
A platform to build, a migration to plan, or one of our products to evaluate. It starts with a conversation, and you get a scope and a flat fee before any work starts.