How I Built a $1B AI Company by Knowing Real PMF From Fake | Serval, Jake Stauch
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Jake Stauch, co-founder and CEO of Serval (an AI-native IT automation platform that reached a $1B valuation in 18 months), shares hard-won lessons on distinguishing real product-market fit from false signals. Drawing on his earlier failure with Neuroplus — a neurofeedback product for kids with ADHD that had passionate fans but a tiny market — he explains how enthusiastic early adopters can create a dangerous illusion of PMF. He contrasts that with his experience at Verata, where he witnessed genuine market pull firsthand. For Serval, he spent a full year building the platform before seeing real traction, staying emotionally neutral to individual customer conversations and spending 5-6 hours daily embedded with customers. He also discusses the challenge of building AI products calibrated to near-future model capabilities rather than today's limitations.