Insights
Practical perspectives on AI governance, modern delivery, and building technology organizations that actually work.
The AI Control That Makes Every Other Control Possible
Regulators spent fifteen years teaching banks to keep a model inventory — then carved generative AI out of it. Every oversight, access, and incident control assumes a complete list, and most enterprise lists are incomplete by design.
Why Most GenAI Governance Programs Stall
Generative-AI governance programs rarely stall for technical reasons. They stall because nobody owns approvals, controls arrive without enablement, and adoption is assumed rather than designed — three organizational failures that recur with remarkable consistency across enterprise deployments.
The CISO's Guide to AI Risk
AI risk lives in four domains — model, data, supply chain, and operations — and no security team can address all of them at once. The discipline is in scoring each use case and letting resources follow the gradient.