Why Saturdays Kill Service Revenue: With David Anderson

In this episode of What the Fixed Ops?!, hosts Russell Hill and Charity Dunning sit down with David Anderson, CEO and co-founder of EvenFlow AI, for a fascinating conversation about service department optimization, predictive analytics, artificial intelligence, dealership operations, and the human side of leadership. David shares his unconventional journey from academia and applied mathematics to airlines, healthcare, and ultimately automotive retail. Drawing on years of experience helping organizations optimize complex scheduling and capacity challenges, he explains why dealership service departments continue to struggle with bottlenecks, long wait times, unpredictable workloads, and missed revenue opportunities. The conversation also takes a deeper turn as David shares his personal battle with cancer and how facing mortality transformed his perspective on leadership, purpose, family, and business. His story offers a powerful reminder that success is ultimately measured by impact, relationships, and the people we serve. We talk about: • Why dealership service departments struggle with scheduling • The hidden revenue lost through operational bottlenecks • What automotive can learn from healthcare and airlines • How predictive analytics improves service department efficiency • Why customer wait times remain a major challenge • The difference between AI hype and real-world applications • What cancer taught David about purpose and perspective • Why the human element remains critical in an AI-driven future David also shares valuable insights on technician productivity, customer retention, operational efficiency, dealership culture, and why technology should empower people—not replace them. His message is clear: the future of fixed operations isn't about replacing human expertise with AI. It's about using data, analytics, and intelligent tools to help service teams work smarter, deliver better customer experiences, and create more productive and profitable operations. This is an insightful conversation about dealership service operations, artificial intelligence, predictive analytics, leadership, customer experience, and the personal journeys that shape great leaders. BE THE 1ST TO KNOW. LIKE and FOLLOW HERE www.linkedin.com/company/fixed-ops-marketing https://www.youtube.com/channel/@fixe... Get watch and listen links, as well as full episodes and shorts: www.fixedopsmarketing.com/wtf Join Managing Partner and Host Russell B. Hill and Co-Host Charity Dunning as they discuss life, automotive, and the human journey in What the Fixed Ops?! #podcast #automotive #fixedops #dealershipservice #artificialintelligence #predictiveanalytics #serviceoperations #fixedoperations #dealershipmanagement #leadership 0:00 Intro 9:42 The problem David saw in dealerships 12:08 One thing dealerships consistently misunderstand about their own service operations 13:30 Decision that dealerships are still making with gut instinct that should probably be data-driven 18:57 Saturdays at Dealerships 29:23 How Service Directors should thing about capacity 30:29 What David has learned from industries outside automotive 33:48 AI: Hype vs. Reality 41:44 Are we overestimating or underestimating AI's capabilities? 45:10 Dave's cancer journey 55:25 Outro