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Austin Piazza

Practical guides

Scaling AI

A growing collection of practical guides for putting AI to work responsibly.

Practical Resource / AI Governance

AI Governance: A Practical Starting Point

  • AI Governance
  • Operations
  • AI / Productivity
The situation
Your team is starting to use AI, and you need some clear rules: which tools people can use, what information they can share, and when someone needs to check the work.
The problem
You come across terms like human oversight, data retention, and acceptance criteria. But knowing the names doesn't tell you what they mean for your team or what to put in a policy.
What this guide covers
Seven key parts of AI governance, with the industry terms explained in everyday language. Each part includes why it matters, what it looks like at work, and a first step you can take. An AI tool that answers questions about company policies provides an example throughout.
What you'll leave with

A clearer understanding of the decisions you need to make and a downloadable checklist to help you start writing your team's AI rules.

Explore the guide