AI, Automation, and the Future of Agency Operations with Caleb Cramer
June 3, 2026
AI Summary
5 min readThe Real AI Play for Agency Owners: Execution, Not Distraction
Caleb Cramer, a 12-year veteran of insurance tech who has worked at Agency Zoom, Ascend, and in the aggregator space, opens with a warning that might surprise listeners expecting a pure sales pitch: "I will tell everyone to be skeptical of us AI folks." The problem, as he sees it, is that many agents have abandoned the profession they spent years building to become overnight AI experts in a domain whose capabilities are still unknown. The real question, he argues, is whether AI actually trickles down to an agency's bottom line or is just a distraction that pumps an AI company's revenue through token purchases.
The Danger of Becoming a Dinghy on a Rising Tide
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What you'll learn
- 1 (00:00) **Episode Introduction** - Host David opens the show, introduces guest Caleb Cramer from OneForIt, and sets up the topic of AI in agency operations.
- 2 (01:36) **Skepticism Toward AI Hype** - David and Caleb discuss the danger of agents abandoning their core profession to become overnight "AI experts."
- 3 (05:02) **The "Dinghy on a Rising Tide" Problem** - Caleb argues that while AI raises everyone's baseline capability, specialists with 10,000 hours will still 10x generalists.
- 4 (11:52) **OneForIt's Mission: Make Small Commercial Profitable Again** - Caleb explains how OneForIt attacks the small commercial problem by integrating into email to start work before it hits the AMS.
- 5 (15:22) **The "Don't Make Me Look Like a Monkey" Principle** - Caleb and David discuss the burden of proof on AI tools and why they avoid judgment-heavy tasks.
- 6 (21:35) **The VA Parallel: Selling AI to Your Team** - David compares AI adoption to the virtual assistant trend, emphasizing communication with staff.
- 7 (26:46) **The Wholesaler Technology Gap** - David argues wholesalers must modernize their submission process or risk losing business to more tech-forward competitors.
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Show Notes
In this episode of the Power Producers Podcast, David Carothers sits down with Caleb Cramer to discuss how AI, automation, and modern technology are transforming the insurance industry. They explore ways agencies can improve efficiency, streamline small commercial workflows, and leverage technology to remove administrative friction while maintaining the human relationships that drive long-term growth and client retention.
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