ElevenLabs has never had a product manager. Instead, engineers are embedded in every team — legal, talent, sales — to build automations and audit AI-generated code. The bet: engineer-polyglots beat PM-mediated teams every time.
Podbit · All-In with Chamath, Jason, Sacks & Friedberg
ElevenLabs has never had a product manager. Instead, engineers are embedded in every team — legal, talent, sales — to build automations and audit AI-generated code. The bet: engineer-polyglots beat PM-mediated teams every time.
Where this was said
At 6:20 · chapter starts 0:00
Jason describes the shift he's personally felt — from dreading voice IVR systems to now almost feeling guilty taking a human agent's time. Casser validates this, saying ElevenLabs is seeing it in its enterprise customer base: the combination of reliability, model orchestration, contextual knowledge, and integrations has finally crossed a quality threshold [1] — Mati Casser "With AI, people are much more open to share what actually happened, give the information, and suddenly this emotional block of in front of …" 14:40 . He describes a future where voice agents proactively reach out before a customer even knows they need help — shifting from reactive support to anticipatory service. The most surprising data point: in financial services, customers are dramatically more honest with AI voice agents than with human ones. When a Revolut or Klarna customer is being reminded about a missed payment, the shame of admitting the truth to a human is absent with AI, producing better information and faster resolution.
ElevenLabs went from zero to $600M ARR in under 4 years, with each milestone taking half the time of the previous: 20 months to $100M, 10 to $200M, 5 to $300M. This is what AI-native compounding looks like at full speed.
ElevenLabs took 20 months to reach $100M ARR, then 10 months to $200M, then 5 months to $300M, showing rapid acceleration.
ElevenLabs reached $600M in annual recurring revenue with 600 employees and has operated with no product managers since founding.
Every one of ElevenLabs' original core research and engineering employees is still at the company, reflecting exceptional culture retention.
ElevenLabs embeds an engineer into every department — including legal, talent, and sales — to build automations and serve as a security check on AI-generated code.
Jason Calacanis has started using a foot pedal with WhisperFlow to give 1–2 minute stream-of-consciousness prompts to AI. The insight: LLMs handle long, unstructured spoken input better than typed prompts, and the friction of typing was limiting prompt quality.
Sam had no coding knowledge, so he used ChatGPT voice mode to generate his entire codebase and copy-pasted it into Notepad. A friend later introduced him to Cursor, and he never looked back.
Copy days of Discord chat history, paste it into ChatGPT, and ask it to list recurring pain points. The ones that come up most often are your best product bets.
Sam's top advice: when prompting Cursor, tell it to architect code for 100,000 users from day one. The AI changes its approach, building scalable frameworks instead of brittle one-user code.
With AI coding tools like Cursor, Bhanu replicates an existing free tool for a new keyword in under 5 minutes. What used to be a multi-day build is now a lunch-break task.
Ahrefs, SiteGPT, Cal.com, PostHog, Datafast, Sibyl AI, Bento, Feather, Featurepace, Mintlify, Cloud Code, ChartMogul — Bhanu runs his entire business solo with these 12 tools.
PropGPT runs on React Native with TypeScript and Python for ML, Neon for the database, RevenueCat and Superwall for monetization. LLM costs are $20/month, data APIs $100/month, and after $10K in monthly marketing spend, margins sit at roughly 50%.
Game apps keep users engaged long enough for ads to pay off. Tool apps don't — so if you're building a utility, ads are almost always the wrong call and subscriptions are your only real lever.
Inside SEO Bot, a single button labelled 'Boost My Domain Rating' routes users directly to Listing Bot. That one interaction converts a user of one tool into a user of two — without any marketing cost.
Directory listings are a powerful but underrated growth channel — but only if your product is genuinely interesting enough to earn the click. AI products have a natural advantage here because they're easy to package in a compelling, clickable way.
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