xPM - Integrated Project Controls

Intelligence Hub

Analysis

Thought leadership on project controls and decision intelligence for capital projects. Where we argue how owners should frame decisions, govern evidence, and act on it.

Looking for something older? Browse the Insights archive.

The series

This series

This article is the foundation of a thirteen-part series. Each article takes one section and works it through in depth — the detailed questions, the method, and what it looks like on a live project. New articles publish twice a month and are linked here as they go live.

  • Intelligence Is Becoming Abundant. Judgment Is Not.Why raw analytical horsepower is now cheap while sound judgment stays scarce — and what that inversion changes.
  • AI Changed the Economics of Production — Not the Responsibility of DecisionAI collapsed the cost of producing analysis, but accountability for the decision still sits with people.
  • In Capital Projects, Cheap Analysis Does Not Equal Good DecisionsA low price per analysis says nothing about whether the resulting capital decision is any good.
  • The New Executive Advantage Is Not More Answers. It Is Better Framing.Leaders win less by having more answers and more by framing the right question in the first place.
  • Q1–Q5: The Five Management Questions That Turn Analysis into Decision SupportThe five management questions that convert raw analysis into genuine decision support.
  • D1–D5: Not All Evidence Has the Same JobThe five evidence roles, and why each piece of evidence has a distinct job to do.
  • From Questions to Evidence to Decision: How the SD Engine ThinksHow the structured-decision engine moves from questions to evidence to an accountable decision.
  • Why Technique Depth MattersWhy the depth of the underlying technique — not surface output — determines whether analysis can be trusted.
  • What AI Should Actually Do in This SystemDefining the specific, bounded role AI should play inside a structured decision system.
  • Lessons from the New AI Economy for Project Controls LeadersWhat project controls leaders should take from the economics of the new AI landscape.
  • The Decision Standard for Consequential ProjectsThe standard a decision must meet before it is used to commit consequential capital.
  • The Final Shift: From More Intelligence to Accountable DecisionMoving the goal from producing more intelligence to owning an accountable decision.
  • xPM Point of View: Structure First. Integration Second. Intelligence Third. Accountability Always.The xPM position: structure first, integration second, intelligence third, accountability always.