Whether you’ve sanctioned it or not, your team is already pasting work into AI tools. The choice isn’t "AI or not" — it’s "managed or shadow." Unmanaged AI use is where data leaks and quality problems hide.
Shadow vs. managed
Rare, ad-hoc — fine, but you’re leaving value on the table.
Shadow AI — data leaks, inconsistent quality, no learning shared.
Deliberate non-use — a real choice for sensitive contexts.
The goal: high use, clear policy, shared learnings, measured.
Blanket bans push AI use underground, where it’s riskier (people paste secrets into personal accounts). Managing it — sanctioned tools, clear rules — is both safer and faster.
The real choice is managed vs. shadow AI. Bring usage into the open with sanctioned tools and clear rules — that’s safer and faster than a ban.