+20σ · Cinematic Overdrive · Healthcare

The 12 Gates
Between Life and
Deployment

82% of AI initiatives never reach production. In healthcare, that number is a liability. This is the governance model that made AI board-defensible across $32B in mergers and 130,000+ patients.

$32BMerger
130K+Patients
3h→15mED Wait
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The 12 Governance Gates

Each gate is a checkpoint,
not a suggestion.

Every AI deployment passes through 12 cryptographically-signed gates. No bypass. No exceptions. No "urgent" deploys without verification. This is what makes AI board-defensible.

01

Data Validation Gate

Clinical data integrity verified before AI touches it. Corrupt feeds, missing fields, PHI exposure — caught at the boundary.

02

Integration Test Gate

Full test suite must pass. No exceptions for urgency. If the test fails, the deploy fails.

03

Change Verification Gate

Hash-verified artifact comparison. If the output changed, you know exactly why.

04

Human Approval Gate

Risk-tiered: confidence above 85% auto-executes. 70-85% requires validation. Below 70% escalates. Clinical decisions always escalate.

05

ProofPacket Signing

HMAC-signed audit trail. "Done" is cryptographically verifiable, not a chat message.

06

PHI Compliance Gate

HIPAA logging, model drift detection, rollback triggers, board reporting. Gates 6-12 in the full checklist.

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