AI governance for a CUI-handling SaaS environment
From shadow AI across product teams to a documented use-case register, NIST AI RMF-aligned policy, and dev-tool guardrails that withstood AO sign-off.
Case Studies
Composite engagement narratives drawn from real HFI work and prior-employer engagements. Details are anonymized and combined for client confidentiality. Outcomes and methods are not.
From shadow AI across product teams to a documented use-case register, NIST AI RMF-aligned policy, and dev-tool guardrails that withstood AO sign-off.
A stale ATO with 47 open POA&Ms and a compressed renewal window, closed cleanly with a defensible continuous-monitoring strategy.
No dedicated security leadership, board-level audit pressure, a 90-day window. Embedded a vCISO and walked out with a quarterly security review cadence.
From spreadsheets and email chains to a dashboarded pipeline with a repeatable monthly close. Audit-prep time cut by two-thirds.
Engineers using ChatGPT, Copilot, Cursor, and Claude across an enterprise without policy, review, or data-handling rules. Closed the gap without killing velocity.
Security-background operators with no formal GRC fluency, trained over a cohort cycle into practitioners who deliver defended SSPs and lead evidence operations.
All case studies are composite. Details combine multiple engagements and are anonymized for client confidentiality.
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