Topic

Data Governance

2 essays in this series

October 6, 2025·3 min readData Governance AI Phase II — Understanding Primary

Governing Data at the Speed of Operations

Most data governance programs were designed to manage data at the pace of policy-making, not the pace of operations. In environments where AI systems are consuming and generating data continuously, that gap is becoming critical.

July 7, 2025·4 min readAI Data Governance Phase II — Understanding Primary

The Data Problem Underneath Every AI Initiative

Every AI initiative runs into the same obstacle around six to eight weeks in, with the same expression of surprise. The models do not work the way the demos suggested — not because the technology is deficient, but because the data is not what the organization assumed it was.