The conversation around AI in supply chain planning has focused on one thing: forecast accuracy. But it doesn’t really work and what if we've been measuring the wrong outcome?

In this episode I am joined by Yuqing Qu ("Joyce"), Data Scientist who leads machine learning and advanced analytics initiatives supporting supply chain optimization and enterprise decision intelligence. Together, we explore why the next evolution of AI in S&OP is moving beyond isolated forecasting models toward connected, end-to-end decision systems that integrate demand, supply, inventory, logistics, and business strategy.

Yuqing also shares her unique perspective as a young data scientist on why supply chain is sexy and one of the most exciting career opportunities for the next generation. If you're a student, early-career professional, or simply curious about combining AI, analytics, and business, she offers practical advice on the skills and mindset needed to succeed.

Whether you're a demand planner, supply planner, S&OP leader, data scientist, or executive, this conversation will challenge the way you think about AI and where it's taking our profession.

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The biggest hurdle for most S&OP and business process is not AI integration, perfecting a process, or agreeing on a number, it is trust.

In this episode of IBF On Demand, Eric Wilson explores one of the most overlooked drivers of business performance: trust. Why do some organizations collaborate effectively while others struggle despite having the same tools, data, and processes? Why do some teams embrace change while others resist it? Why do some forecasts become plans while others become debates?

Trust influences how we share information, challenge assumptions, make decisions, handle conflict, and build consensus. It impacts every step of the planning process, yet it is rarely measured, discussed, or intentionally developed.

The best planning organizations are not necessarily the ones with the most advanced technology or the most sophisticated process. They are the ones that have learned how to build trust across functions, teams, and individuals.

Because at the end of the day, successful planning is not about numbers. S&OP IS A SOCIAL PROCESS

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This may be the most important episode I’ve done on AI yet. This is my AI manifesto you need to watch!

Everyone keeps saying AI is replacing jobs. Absolutely they are already, but not for the reasons most companies are telling you. This isn’t another hype-filled conversation about how your jobs are not going away but just changing or talking points written by AI itself. This is a candid discussion on where I believe our field is actually heading and what you need to know about this AI revolution.

In this episode, I talk about:

• The real reason companies are restructuring and reducing headcount
• Why AI is changing planning roles faster than most people realize
• What demand planning, forecasting, and S&OP jobs may actually look like in the near future
• The new capabilities professionals must develop to stay relevant and valuable

The AI revolution is here. The question is whether we shape it… or let it shape us.

IBF On Demand sponsored by Arkieva, your one-plan S&OP software. Learn more about Arkieva's innovative approach to forecasting here https://arkieva.com/

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To sign up for regular updates and the latest research, events, articles, podcasts and more from the Institute of Business Forecasting & Training, visit www.ibf.org

Most companies think their S&OP or IBP struggles come down to process maturity, tools, or data. They’re wrong. In this episode, I sat down with Alina Davydova, Senior Manager of SIOP in Europe, to uncover the real reason global planning processes break down: cultural complexity.

From how different regions make decisions… to how they collaborate… to even how they present and interpret data these hidden differences are quietly driving misalignment across global organizations. If you’ve ever wondered why your process works in one region but struggles in another, this conversation will change how you think about planning.

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To sign up for regular updates and the latest research, events, articles, podcasts and more from the Institute of Business Forecasting & Training, visit www.ibf.org

Everyone is talking about AI in forecasting and planning but how many companies are actually using it?

In this episode, I answer your question and break down the real number (spoiler alert it is far less than you think). More importantly, I “delve” (because that would be the word AI would tell me to use) into what the other 97% of companies are actually using to plan, forecast, and run their business. I give insights into all the models available and how and when to use each of them.

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FVA% is back, but it never really went away. In this episode I sit down with Jon Nichols, Associate Director of Business Planning, to unpack one of my favorite metrics in demand planning (next to MAPE): Forecast Value Added. This is the third time I’ve tackled FVA on this podcast, and new insights emerge every time. This conversation does not disappoint!! If you wonder whether you are adding value or just noise to your planning process and still aren't using FVA then this episode is an absolute must.

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To sign up for regular updates and the latest research, events, articles, podcasts and more from the Institute of Business Forecasting & Training, visit www.ibf.org

IBF On Demand sponsored by Arkieva, your one-plan S&OP software. Learn more about Arkieva's innovative approach to forecasting here httpbit.lybusiness-forecasting

This is my response to my previous episode A Demand Planning Manifesto for the AI Era. If that episode was the warning, this one is the way forward. Yes, AI is being misused, but it’s also incredibly powerful when applied the right way. In this episode, I move from rant to roadmap, sharing practical tips, best practices, and mindset shifts to help you integrate AI into your planning process responsibly. How to use AI to challenge your own thinking, not just validate it. How to stay curious, critical, and in control in the age of generative tools. The future isn’t human vs. machine. It’s smarter humans with smarter tools. Let’s make sure we’re building that future the right way.

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To sign up for regular updates and the latest research, events, articles, podcasts and more from the Institute of Business Forecasting & Training, visit www.ibf.org

IBF On Demand sponsored by Arkieva, your one-plan S&OP software. Learn more about Arkieva's innovative approach to forecasting here httpbit.lybusiness-forecasting

In this bold episode, I deliver a powerful warning that every planner, forecaster, and supply chain professional needs to hear. This isn’t anti-AI. But there are things we are doing wrong and the ugly side of AI misuse every day. We’ve glamorized LLMs, prompt engineering, and automated insights, yet many are unknowingly trading clarity for convenience, and intelligence for illusion. What you think is making you faster and sound smarter is exposing you and maybe making things worse.

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To sign up for regular updates and the latest research, events, articles, podcasts and more from the Institute of Business Forecasting & Training, visit www.ibf.org