AI governance for growing businesses: the minimum useful system
Governance should make safe progress easier, not put a committee around every experiment.
Read the answer →AI adoption and governance
AI Adoption & Governance
Moving beyond pilots through ownership, operating change, risk decisions and everyday adoption.
Why AI pilots fail to scale beyond the enthusiastic few
The technology can work perfectly while ownership, workflow and incentives remain unchanged.
Read the answer →What should an employee AI policy include?
Give people clear, usable boundaries for everyday AI use without pretending a policy can replace judgement.
Read the answer →Responsible AI for SMEs without enterprise bureaucracy
Use consequence, ownership and evidence to create proportionate control around AI decisions.
Read the answer →How to measure AI adoption beyond licences and logins
Track changed work, reliable use and business outcomes rather than activity that looks good in a dashboard.
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