Governance · 1 minute read
Writing an AI Acceptable Use Policy
An AI acceptable use policy sets clear rules for how your organization uses AI: which tools and use cases are approved, what data may and may not be entered into AI systems, when human review is required, and who is accountable. A good policy enables safe adoption rather than blocking it—because banning AI drives it underground into unmonitored "shadow AI," while no policy invites data leaks and bad decisions. Keep it practical, specific, and paired with approved tools.
Banning AI drives it underground; no policy invites risk. Here's how to write an AI acceptable use policy that enables safe adoption instead of blocking it.
What a good policy includes
| Section | Covers |
|---|---|
| Approved tools & use cases | What's allowed |
| Data rules | What may not be entered |
| Human review | When it's required |
| Accountability | Who is responsible |
A good policy enables safe use, not just prohibits—part of a broader AI governance framework and AI adoption strategy.
Why "just ban it" backfires
Banning AI usually drives it into unmonitored shadow AI—employees pasting sensitive data into unapproved tools. A practical policy is safer than a ban people quietly ignore. See shadow AI risks.
Data rules are the core
The most important section: what data may and may not enter AI systems—protecting sensitive and personal data, aligned with data privacy compliance and data residency.
Require human review where it matters
Specify when a human must review AI output—for consequential or customer-facing decisions—so accountability is clear.
Pair policy with tools and training
A policy alone isn't enough. Pair it with approved tools and training so people have a safe, easy path—the adoption discipline.
Why FISTA
FISTA Solutions helps organizations adopt AI safely and productively—governance, approved patterns, and training that channel AI into safe paths—through AI enablement and governance, backed by 150+ projects across 12+ countries.
Writing your AI use policy? Talk to FISTA.
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01What should an AI acceptable use policy include?
Approved tools and use cases, rules on what data may and may not be entered into AI, when human review is required, accountability, and consequences for misuse. It should enable safe use, not just prohibit, and be paired with approved tools.
02Why do we need an AI usage policy?
Because without one, employees use AI anyway—often entering sensitive data into unapproved tools ("shadow AI"). A policy channels use into safe, approved paths, protecting data while letting people benefit from AI.
03Should we just ban AI to be safe?
No—banning AI usually drives it underground into unmonitored tools, increasing risk. A practical policy with approved tools and clear data rules is safer than a ban that people quietly ignore.
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