Sean Warren Koole

Sean

Problem solver with a podcast on business growth, AI, automation, technology, and marketing featuring industry-leading experts. With a career spanning over 2 decades, my guests and I provide frameworks for entrepreneurs and professionals who want sustainable results. Follow to learn how to implement and measure with the business world's most successful minds!

Episodes

  1. 11/17/2025

    Why Causal AI is The Business GPS You NEED | Mark Stouse

    Causal AI can help teams make smarter, faster decisions about how they go to market. I had a conversation with Mark Stouse, CEO of Proof Analytics, to discuss topics like time lags, the reasons many AI proof of concepts don't work out, what it takes to put models into practice, and why causal analytics can offer more meaningful results than just spotting patterns 🧠 Here's an overview of what we cover: - Why most so-called "AI failures" are really about people and process, not the technology itself. - Why time lags are a big deal in B2B, and why a lot of go-to-market spending doesn't deliver as expected. - How Proof Analytics can fit into the picture for startups, big companies, private equity, and operators 📈 - How things like closed and open systems, outside influences, and changing patterns can change your strategy. - How using synthetic data and scenario testing can help you pressure-test your plans before you lock in your budget. - What leaders like CFOs and CMOs are actually talking about when they discuss predictive analytics versus forecasting. - How to move from traditional marketing mix models to causal models you can update quickly, so you have answers when you need them. - Where generative AI falls short, what regression to the mean actually means for your business, and how to use analytics as your business GPS. Chapters: 00:00:00 - Introducing Mark Stouse 00:05:22 - Predictive vs. Forecasting Across the C-Suite 00:08:26 - Closed vs. Open Systems and Externalities 00:13:40 - Proving The Value of Marketing at HP 00:19:35 - MMM vs. Causal Models at Decision Speed 00:20:50 - Time Lag, B2B vs. B2C and GTM Waste 00:26:14 - Proof Analytics: Causal AI as a Business GPS 00:32:04 - Synthetic Data and Gen AI Connect with Mark at: - https://www.proofanalytics.ai/ - https://www.linkedin.com/in/markstouse/

    1h 11m

About

Problem solver with a podcast on business growth, AI, automation, technology, and marketing featuring industry-leading experts. With a career spanning over 2 decades, my guests and I provide frameworks for entrepreneurs and professionals who want sustainable results. Follow to learn how to implement and measure with the business world's most successful minds!