Insights

Writing on AI assurance and delivery

Occasional long-form pieces on where AI assurance, Quality Engineering, and enterprise delivery are heading.

Coming soon

Trust Engineering: a working definition

What it actually means to validate whether an AI system can be governed, explained, and defended — not just whether it works.

Coming soon

The economics of AI-PODs

A closer look at how hybrid human-agent testing teams change the commercial model for QE delivery.