Cover of AI Agent Governance Framework by Dr. Hitesh Sarda

AI Agent Governance Framework

A fill-in template for governing AI agents: an agent register, autonomy tiers, a blast-radius worksheet, a deployment checklist and audit log requirements.

Free PDF · 13 A4 pages · Print it or fill it in on screen

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Most AI governance documents are policy essays. This is a template: tables and checklists you fill in, short enough to adopt in a week and specific enough to argue with.

It is organized around four ideas I keep returning to. Limit an agent by what it can damage. Match its autonomy to how cheap a mistake is to catch and undo. Give it an owner, a scope and a review, as you would a new hire. And be able to say afterwards what it did.

What is inside

  • An agent register: owner, purpose, what it can read and write, spend limit, autonomy tier
  • Autonomy tiers, with the conditions a workflow must meet for each
  • A blast-radius worksheet for each agent
  • A pre-deployment checklist
  • What the audit log must record
  • An approval matrix for widening an agent’s scope
  • An incident drill, including one with the AI turned off
  • A quarterly review checklist
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Common questions

What is an AI agent governance framework?

A written set of decisions about your AI agents: which workflows they may run, what each one may read, write and spend, who approves a wider scope, what gets logged, and how a person reviews or reverses what an agent did.

What does the template include?

An agent register, autonomy tiers with the conditions for each, a blast-radius worksheet per agent, a pre-deployment checklist, audit log requirements, an approval matrix, an incident drill and a quarterly review checklist.

Is this suitable for a regulated business such as a bank?

It is a starting point that makes ownership, permissions and audit trails explicit, which regulated businesses need. It does not replace your regulator’s requirements or legal advice.
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