Insights

Perspective on AI governance,
before it becomes a headline.

Analysis on NIST AI RMF, ISO 42001, and the regulatory frameworks shaping how organizations are expected to govern AI systems.

In Development
NIST AI RMF
What "GOVERN" Actually Requires of Your Board
A practical breakdown of NIST's GOVERN function — and what examiners and auditors expect to see documented, not just discussed.
Risk Management Coming Soon
ISO 42001
Certification Readiness: Where Most Organizations Underestimate Scope
The clauses that consistently surface the largest gaps during readiness assessments, and why §9 trips up otherwise mature organizations.
Certification Coming Soon
Regulatory
EU AI Act Compliance Deadlines: A Practical Timeline
Phased obligations through 2027 and what US-based organizations with EU exposure should be doing now, not later.
EU AI Act Coming Soon
Fairness & Bias
Fairness Metrics Aren't One-Size-Fits-All
Why choosing between demographic parity and equalized odds is a business decision, not just a technical one — and who should be in that room.
Bias Auditing Coming Soon
Public Sector
What OMB's AI Policy Means for Agency Procurement
A look at how federal AI risk requirements are reshaping vendor selection and what agencies are now required to document.
Government Coming Soon
Healthcare
Clinical AI and the Documentation Gap
Why AI-assisted clinical decision support tools are creating audit exposure most health systems haven't mapped yet.
Healthcare AI Coming Soon
Our first publications are in progress.
AIVILIM's inaugural white paper and ongoing insights are currently in development as part of our practice launch. In the meantime, if you'd like to discuss a specific NIST or ISO question directly, reach out — we're happy to talk it through.