Topic
Insights and notes grouped by this theme.
The governance meeting is dying. The governance system is becoming mandatory.
Data governance is not dead. Governance theater is. In the agent era, inconsistent definitions become operational risk because AI scales ambiguity into confident decisions.
AI does not replace data modernization. It makes the missing foundation impossible to ignore.
Modern data stacks were supposed to simplify analytics and accelerate decisions. Instead, many teams inherited complexity by default. AI agents do not fix that foundation. They amplify it.
Model security starts upstream. Bad data governance becomes AI security risk.
AI security begins before model deployment. Poorly governed, unclassified, or unmonitored data can create vulnerabilities that cascade through the entire AI lifecycle.
