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AI strategy: start with a decision

Choose the question you need to answer. Analysis distinguishes reported facts from interpretation; engineering guides explain implementation patterns.

What could AI cost us?​

The LLMjacking budget conversation connects Mandiant's November 2026 reporting to credential controls, incident response and financial exposure. Start here before a cloud-risk or budget review.

Who can stop an unsafe system?​

The Pacing Turn, the safety dossier and ten research questions examine evidence, oversight and accountability. These September 2026 analyses retain their original dates; they are not live monitoring reports.

How do we move from pilots to governed delivery?​

Use the engineering playbook for delivery practices and DORA metrics for measurement. Builder's Log collects implementation experiments and operational material.

What changed recently?​

About Dwayne and consulting inquiries · Why read this site?