What is AI governance?
AI governance is the set of rules, roles and checks a business uses to keep its AI use safe and accountable: which tools are approved, what data they may see, who signs off, and how it is reviewed. Luxxstack builds approval steps, access controls and an audit trail into every system, and offers a free AI policy template to get you started.
Updated October 2026
In practice
A small firm writes down which AI tools staff may use, what client information must never go into them, and who approves AI-drafted client letters. A one-page policy that people actually follow beats a long one nobody reads.
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Questions people ask
What is AI governance?
AI governance is the set of rules, roles and checks a business uses to keep its AI use safe and accountable: which tools are approved, what data they may see, who signs off, and how it is reviewed.
What does AI governance look like in practice?
A small firm writes down which AI tools staff may use, what client information must never go into them, and who approves AI-drafted client letters. A one-page policy that people actually follow beats a long one nobody reads.
How does Luxxstack use AI governance?
Luxxstack builds approval steps, access controls and an audit trail into every system, and offers a free AI policy template to get you started.