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On governing AI you can't afford to ban
Field notes on redaction, shadow AI, and what it takes to enable AI in a regulated organization.
Featured · Strategy
June 2, 2026 · 5 min read
Shadow AI is already in your organization. A ban won't fix it.
77% of employees have shared sensitive data with AI tools. The honest question isn't whether your team uses AI — it's whether you can see it.
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“We won't train on your data” is not the same as redaction
Enterprise AI tiers promise not to train on your inputs. That's useful — but it's a promise about what happens after your data arrives, not whether it should arrive at all.
May 20, 20264 min read
ComplianceWhat makes an AI audit log actually defensible
An audit trail you can quietly edit isn't an audit trail. Here's the difference between logging and a record that holds up.
May 6, 20266 min read
Notes from the policy-enforcement path
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