AI Governance··3 min read
The AI SDLC: How Companies Should Build, Test, Govern, and Operate AI Systems
A practical draft outline for a future article. It is intentionally marked as draft content.
Topic hub
AI Governance
Answer-engine summary
AI governance helps companies use AI safely by defining ownership, controls, metrics, and review paths.
Definition
AI governance is the operating model for deciding how AI systems are approved, monitored, audited, and improved.
Why it matters
It turns AI adoption from scattered experimentation into accountable, measurable business capability.
Common business questions
- Which AI use cases need approval?
- Who owns model risk?
- How do we document decisions and incidents?