What does secure AI governance require?

Secure AI governance means the business knows what data AI tools can touch, who can use them, and how outputs are reviewed.

Direct answer

Secure AI governance should define approved tools, prohibited data, user permissions, review steps, logging, vendor risk, prompt and output handling, customer-facing boundaries, and escalation rules for sensitive or high-stakes decisions.

Why it matters

Teams often adopt AI faster than leadership can govern it. That creates data exposure, quality, compliance, and reputational risk.

Balazs's practical lens

The AI Readiness Workshop includes a data privacy and governance review before tool recommendations are made.

Good governance is enabling

The point is not to stop AI adoption. It is to create safe boundaries so useful internal workflows can move faster.