AI Governance Guides
Practical reading on AI governance, policy structure, risk classification, and rollout planning. Written for professional teams, not enterprise compliance departments.
Governance Fundamentals
What an AI Governance Framework Should Include
Most organizations conflate AI policy with AI governance. Here is what a real framework actually contains and why the difference matters for teams adopting AI tools.
6 min readGovernance FundamentalsAI Policy vs AI Governance Framework: Why the Difference Matters
An AI policy and an AI governance framework solve different problems. Most organizations have one and believe they have both. Here is the distinction and why it matters in practice.
5 min readGetting Started
Risk and Review
How to Classify AI Use Cases by Risk
Not all AI use carries the same risk. A workable classification system lets you match review standards to actual stakes rather than applying the same rules to everything.
6 min readRisk and ReviewWhen AI Output Needs Human Review
The answer is not always, and it is not use your judgment. Here is a practical framework for deciding when human review is required and what that review should actually look like.
5 min readReady to build your governance framework?
Four questions. Under a minute. A structured AI governance packet your team can actually use.