How to Measure Anything in Project Management with Douglas Hubbard and Andreas Leed episode artwork

EPISODE · Dec 12, 2025 · 51 MIN

How to Measure Anything in Project Management with Douglas Hubbard and Andreas Leed

from Project Flux · host Project Flux

Send us Fan MailSummaryIn this episode of the Project Flux podcast, hosts discuss the importance of measuring uncertainty in project management with authors Douglas Hubbard and Andreas Leed. They explore the challenges faced in different industries, the role of AI in improving project outcomes, and the need for a quantitative approach to decision-making. The conversation emphasises the human element in project management, the necessity of adapting to emerging technologies, and the future implications of AI on jobs and project management practices.TakeawaysMeasuring uncertainty can lead to better project decisions.AI can enhance project management through simulations and data analysis.Fewer projects with bigger returns are preferable.Risk matrices are ineffective and should be replaced with quantitative measures.Human involvement is crucial in AI-driven project management.Emerging technologies require adaptive project strategies.The economic value of measurement is tied to the effort put in.Understanding change is key to managing projects effectively.AI can help identify risks and improve decision-making processes.The future of project management will involve significant changes due to AI.Chapters00:00 Introduction to Project Management Measurement02:45 The Importance of Measuring Uncertainty05:34 Industry-Specific Challenges in Project Management08:10 The Role of AI in Project Management10:37 Decision-Making and Risk Analysis13:29 Emerging Technologies and Their Impact15:59 The Future of Measurement in Project Management18:43 Understanding Statistical Significance21:32 Benchmarking and Its Implications24:06 Reference Class Forecasting and AI27:00 Emergent Behavior in Complex Systems29:31 Understanding Emergent Behavior in Projects32:16 The Measurement Inversion in Project Management34:51 AI Agents and the Future of Project Management38:29 Rethinking Human Roles in an AI-Driven World45:56 Preparing for the Future: AI Safety and Workforce ChangesLink and Stuff Douglas Hubbard https://www.linkedin.com/in/dwhubbard/Andreas Leed https://www.linkedin.com/in/andreasleed/Buy the Book https://amzn.eu/d/guii8kUSupport the showSubscribe to the Project Flux Newsletter!All our podcasts commentate on the weeks hottest news brought to you by the Project Flux Newsletter! Get a step ahead on the world of AI and tech, subscribe and get the weekly newsletter to your inbox every Monday!Sign Up to Newsletter Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

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Send us Fan Mail Summary In this episode of the Project Flux podcast, hosts discuss the importance of measuring uncertainty in project management with authors Douglas Hubbard and Andreas Leed. They explore the challenges faced in different industries, the role of AI in improving project outcomes, and the need for a quantitative approach to decision-making. The conversation emphasises the human element in project management, the necessity of adapting to emerging technologies, and the future i...

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How to Measure Anything in Project Management with Douglas Hubbard and Andreas Leed

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