Purpose
Start with a defined outcome—not a tool.

FREE AI GOVERNANCE GUIDE
Use this one-page leadership guide to move the conversation from policies and tools to outcomes, accountability, people, information, safeguards and measurable value.
A PRACTICAL PUBLIC GUIDE
Start with a defined outcome—not a tool.
Name who approves, owns the result and responds when it fails.
Give users the skills, time and authority to challenge output.
Set clear data, access and supplier boundaries.
Match testing and oversight to the possible consequence.
Agree the baseline and stop-or-scale measures before expansion.
Can you explain what the AI is for, who is accountable, what information it uses, how people remain in control and what evidence would justify continuing?
APPLY IT TO YOUR SECTOR
Choose your sector for a tailored one-page governance strategy covering a relevant opportunity, material considerations and leadership questions.
FROM GENERAL PRINCIPLES TO YOUR EVIDENCE