Notes on AI adoption, security, and governance

Field notes from advisory, audit, and Program engagements — written as the work happens, not as marketing copy.

Latest articles

AI ADOPTION

From AI Pilot to Production: What Actually Separates Organizations That Scale

88% of AI pilots never reach production. Learn the three things — in order — that consistently separate organizations that scale AI successfully from…

13 September 2026 · 4 min read

SECURITY

LLM Security Audits: What They Actually Cover, and Why Most Are Too Shallow

73% of audited production AI deployments contain prompt injection weaknesses. Learn the real threat model behind a proper LLM security audit — prompt injection,…

13 September 2026 · 4 min read

GOVERNANCE & COMPLIANCE

AI Governance Frameworks for Regulated Institutions: A Practical Starting Point

92% of organizations with an AI-related breach lacked proper access controls. Learn what a real AI governance framework requires under the EU AI Act,…

13 September 2026 · 5 min read