The Three-Tier Architecture for AI in the PMO
The operating model behind multi-agent AI for the PMO: a layered architecture where data reconciliation, practitioner sense-making, and director-level judgment each get their own tier.
Essays
The reasoning behind the method — how I build durable operating systems and AI leverage inside real organizations, and why most of what's sold instead doesn't work.
Project Management Moves Up the Cognitive Stack
AI doesn't replace the people who run operations — it moves them up the cognitive stack, taking the reconciliation and aggregation so the judgment work where the value actually lives gets the room it needs.
Most AI for the PMO Is Marketing, Not Architecture
Most of the AI being sold into operations right now is built to demo well and clear procurement, not to produce real operating value. Telling the pitch apart from the reality is a diligence skill, and the gap is going to widen.