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Governance-first AI playbook with safety controls and human oversight.
Who this guide is for
Compliance, operations, and transformation leaders.
Automation potential
Documentation and intake triage.
Data readiness
Structured records and compliance logs.
Risk surface
High regulatory requirements and oversight.
Opportunity snapshot
Top use cases
Value mix
Implementation roadmap
Weeks 1-4
Define AI policy, risk tiering, and audit requirements.
Weeks 5-8
Deploy a supervised documentation pilot with red teams.
Weeks 9-14
Expand to intake and monitoring with continuous review.
Want a tailored version?
I can map the exact workflows, metrics, and tooling for your team.
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