What Is AI Governance? Rules Before Incidents
DICTIONARY · AI

What Is AI Governance?

AI governance is the set of rules and records defining how an organisation uses AI: what is permitted, with what data, reviewed by whom.

In plain English

It sounds like a large-company concern and mostly is not. A two-page policy stating which tools are approved, what data must never be pasted into them, and what requires human review prevents most realistic problems.

The incidents that occur are rarely exotic. They are confidential material pasted into a consumer tool, and unverified output published under a company name.

What to know

Approved tools
Which services are permitted, and at which tier.
Data rules
What must never be entered: client data, credentials, unpublished financials.
Review points
Which outputs require human sign-off before use.
Records
What was automated, by whom, and how failures are logged.

Why it matters

Governance is cheap before an incident and expensive afterwards. For a small business the whole requirement is usually one page of rules everyone has actually read.

Common mistakes

×No policy, so everyone improvises with client data.
×A policy nobody has read or can find.
×Banning AI outright, which moves usage into personal accounts you cannot see.
×No record of what has been automated, so nobody can audit it.

FAQs

Do we need a formal policy?

Something written, yes, however short. Verbal understanding does not survive a new hire.

What is the biggest practical risk?

Confidential material entered into consumer tools with permissive data terms.

WRITTEN BY TARIQ SALLAM
Marketing Consultant. Entrepreneur. Content Creator.

I'm a marketing consultant, entrepreneur and content creator. I help businesses grow through practical marketing, websites, SEO, content and AI.

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