Gavin Lawton: Why His AI Agents Get Performance Reviews
Send us Fan Mail While most founders are still deciding whether to trust AI with a single task, Gavin has given his AI agents formal performance reviews. In this episode, he breaks down why he treats AI like a first-year employee rather than a tool, how CROWD Now built an internal HR system for its own AI agents, and why staying self-funded has shaped nearly every product decision he's made since. What You Will Learn You'll learn why treating AI like a fresh-out-of-college intern - talented but inexperienced - changes how you manage it, and why giving agents a tiered approval system prevents costly mistakes from repeating. You'll hear how CROWD Now runs nightly memory reviews on every AI interaction so agents learn from their own behavior, and why the most successful enterprise AI use cases are often the smallest ones, not the flashiest. Gavin also walks through why he's stayed self-funded rather than raising outside capital, the biggest mistake he sees founders make about AI risk, and where he still won't let AI near the work. Timestamps 00:00 - Why AI should be treated like an intern, not a tool 02:15 - Giving AI agents performance reviews and an HR system 04:16 - Building AI "employees," not just agents 07:59 - Who CROWD Now is really built for 09:09 - The AI use case Gavin didn't expect to win 10:01 - Building a platform that's 90% AI-coded 15:11 - Why Gavin has stayed self-funded 18:26 - The biggest mistake founders make about AI risk 23:09 - This or That with Gavin 32:32 - The Elon Musk comparison 33:11 - Gavin's nonprofit ambitions 34:33 - The title of Gavin's movie About the Guest Gavin is the founder of CROWD Now, an AI platform built to give founders and lean teams enterprise-level infrastructure without enterprise headcount. He's built the majority of the platform himself - CROWD Now is roughly 90% AI-coded - after years of building software out of necessity, from an early Etsy-style bracelet business in high school to internal tools built for a library and a Starbucks where he worked. Gavin has kept CROWD Now self-funded, financing product development through consulting work rather than raising outside capital. Important Links Connect with Gavin https://www.linkedin.com/in/gavin-lawton-892ab4192/ Connect with Hina Connect with Hina - https://thehinasiddiqui.com/ LinkedIn: linkedin.com/in/hinasiddiqui Instagram: @hinawithwings YouTube: @thehinasiddiqui Production Credit: Produced by @the32collective_ / https://www.the32collective.co/





