Topic

Accountability

2 essays in this series

April 20, 2026·7 min readExpert Work AI Governance Human-AI Collaboration Accountability Consulting

Expert Judgment as a Control Layer

AI automates tasks, not judgment. The consequence is not that experts are safe; it is that expert judgment must become an accountable control function over delegated machine work.

April 13, 2026·7 min readConsulting Operating Model AI Governance Expert Work Accountability

The Diamond Model Needs a Control Plane

The Diamond model answered the staffing question for AI-era consulting. It did not answer the operating question. What makes the new shape safe and repeatable is a control plane for delegation, context, evidence, and review.