LEARNING PATH

Governance & accountability

Give policies, oversight, and organizational decisions a practical home.

Cyrus Security · October 27, 2026 · Learning resource

Make ownership clear.

Good governance should make it easier to do the right work. It tells teams who decides, what information they need, and when another review is necessary. Start with a small process people can actually use, then improve it with evidence from adoption and operations.

You do not need to read everything in order. Choose a question that resembles your work, follow the guide, and try the exercise with a fictional example or an authorized review of your own systems.

A SUGGESTED ROUTE

Build understanding, one step at a time.

01
Give AI governance a place in everyday work. ↗
Connect decisions to procurement, engineering, security, and business ownership so the process survives beyond launch.
02
You cannot govern the AI you cannot see. ↗
Build an AI inventory people can maintain, including the features already hiding inside everyday software.
03
Human oversight needs a job description. ↗
A person in the loop is useful only when they have time, authority, and enough information to intervene.