Insights

The AI 95% problem — by domain.

MIT NANDA reports 95% of enterprise GenAI pilots fail. What AI could do for each regulated domain — and what's standing in the way. Citations for every claim. From the founders of Intrepid, ARKONA, and the COMET framework.

Cybersecurity · Federal & Commercial

Cybersecurity's AI 95% problem.

What AI could do for federal and commercial cyber programs — and the regulatory wall standing in the way. MIT NANDA's industry-wide 95% failure rate framed against M-24-10 (federal) and ISO 42001 / EU AI Act / NYDFS (commercial). Role-by-role workflows.

May 2026 7 min read Read →

Critical Infrastructure Coming Soon

Critical infrastructure's AI 95% problem.

What AI could do for critical-infrastructure operators — and what's standing in the way. EO 14028, NIST CSF 2.0, and sector-specific guidance from CISA layer governance obligations onto AI workflows for water, energy, transportation, and communications operators.

June 2026 8 min read

Corporate Aviation Coming Soon

Corporate aviation's AI 95% problem.

What AI could do for corporate aviation operators — and what's standing in the way. FAA safety oversight, ISO management-system maturity, and AI for maintenance + flight ops collide at the regulatory boundary.

June 2026 6 min read

GovCon Primes Coming Soon

GovCon primes' AI 95% problem.

What AI could do for govcon primes — and what's standing in the way. CMMC 2.0 plus federal AI governance is a combined procurement obligation; primes pairing them from separate vendors fragment the audit trail.

July 2026 9 min read

Financial Services Coming Soon

Financial services' AI 95% problem.

What AI could do for financial services compliance teams — and what's standing in the way. SR 11-7 sets the MRM baseline; EU AI Act adds €35M penalties for cross-border firms.

July 2026 8 min read

Healthcare AI Coming Soon

Healthcare AI's 95% problem.

What AI could do for healthcare AI programs — and what's standing in the way. FDA AI/ML SaMD guidance, hospital AI committee oversight, ISO 42001 — the governance triangle hospital AI programs must satisfy.

August 2026 7 min read