The AI-Native Services Playbook - with Jake Saper, General Partner - Emergence Capital
About this episode
Ray Rike interviews Jake Saper about the AI-Native Services Playbook and the unique challenges of AI-native services businesses.
Our host, Ray Rike sits down with Jake Saper, General Partner at Emergence Capital, to unpack the firm's AI-Native Services Playbook. Jake brings a unique lens: 12 years at Emergence, early-stage bets on companies like Zoom, and a portfolio of seven AI-native services businesses already in the portfolio. The conversation covers what separates AI-native services from SaaS, why the business model is harder to execute than it looks, and the five metrics and structural choices that determine who wins. WHAT WE COVER IN THIS EPISODE Domain Expertise: Critical - But Not Required from the Founders AI-native services companies are selling outcomes, not products. That means trust and credibility are the first sales. Domain expertise is non-negotiable, but it does not have to live in the founding team if two conditions are met: the founders go as deep as humanly possible on the service before launch, and they hire senior domain experts early. Emergence portfolio company Hanover Park, an AI-native fund administrator, is the case study. The founder interviewed 150 CFOs before writing a line of code and hired respected fund accounting veterans to sit alongside the AI. That combination unlocked…
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