20. Don't Automate the Chaos with Mihai Bejgu and Odd Morten Sørensen

Mihai Bejgu has spent close to two decades in marketing operations. He's seen the personalization hype, the automation hype, and now the AI hype. His verdict: the problem was never the technology. It was always the data underneath it. In this conversation, Mihai breaks down why putting an AI layer on top of bad data doesn't solve your problems. It just automates the chaos you already have. And what it actually takes to build the kind of foundation that makes AI work. From lead source standardization to multi-agent orchestration, from CRM misalignment to the human layer that has to sit on top of all of it, this is a practical conversation about what comes before the AI pitch deck. You'll learn: ✅ Why AI amplifies data problems instead of fixing them ✅ How to standardize fields and align teams before you automate anything ✅ What a realistic multi-agent data architecture looks like in 2026 ✅ How high-performing GTM teams actually behave differently ✅ The most common reason organizations underutilize the tools they've already bought Chapters: 00:00 Introduction to AI and Data Challenges 03:10 The Importance of Clean Data 06:54 Common Data Issues in Organizations 09:01 Building a Strong Foundation for AI Integration 17:11 The Role of AI Agents in Data Management 21:51 Maintaining Visibility in Automated Systems 24:18 Characteristics of High-Performing GTM Teams 28:40 Common Pitfalls in Technology Adoption 32:04 Strategic Steps Before Implementing AI Solutions Connect with Mihai: LinkedIn:   / mihai-bejgu   Revenue Pulse: https://revenuepulse.com MarketingOps.com Community: https://marketingops.com/ Connect with Odd Morten: LinkedIn:   / oddmorten   PlayMOps: https://playmops.io About PlayMOps: PlayMOps helps B2B companies get more out of their marketing technology, without the vendor bias. Simply independent consulting, from strategy to execution. 🎙️ More episodes at theoddinary.com #marketingoperations #mops #dataquality #aimarketing #marketingautomation #crm #DataFoundation #b2bmarketing #aiagents #gtm #revops #marketingstrategy #dataarchitecture #marketingops #leadmanagement