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AI for Founders with Ryan Estes

AI for Founders with Ryan Estes

aiforfounders.co 198 Episodes Jun 25, 2026

AI for Founders is a podcast where over 47,000 founders learn to build and scale their businesses with artificial intelligence. Hosted by Ryan Estes, a Denver-based investor, creator, and founder, the show features real strategies from top operators and AI visionaries. Topics include AI-ready data, zero-dependency workflows, founder-led distribution, and tools driving revenue for fast-growing companies. The podcast is aimed at both technical and non-technical founders who want to work smarter and stay competitive.

Episodes

800,000 Lives, 210 Engineers, One Bet: Inside Collective Health's AI Push Jun 25, 2026 00:53:16 The same artificial intelligence saved one insurer a billion dollars and cost another two billion. Same tool. Opposite outcomes. The only variable was who the machine was actually working for.That single tension is where this episode opens, and it turns out to be the question that quietly decides everything a founder builds. Gaurav Agrawal, Vice President of Engineering at Collective Health, has s
What It Do: First-Time Founders Build Product. He Built a Distribution Robot. Jun 25, 2026 00:30:14 Two founders sit down on a Friday with the World Cup playing in the background, and within ten minutes one of them casually reveals he has built a version of himself that works while he sleeps.That is the hook, and it is not hype. Jason Katz, co-founder of Kindling Solutions, walks through what he calls his personal content machine: a chain of Notion databases, AI agents, and approval triggers tha
AI Heart Doctor (And 150 Fortune 500s Are Buying) Jun 22, 2026 00:54:41 Your blood pressure spikes the moment the cuff goes on. You are sitting on crinkly paper in a cold room, and the number on the screen has almost nothing to do with the life you actually live. This is the white coat problem, and it is a tidy little metaphor for everything broken about reactive healthcare: we measure people at the exact wrong moment, in the exact wrong place, and then we wonder why
The Self-Driving Car Of Men's Fashion Jun 19, 2026 00:43:59 A stranger gives you ten seconds. Before you open your mouth, before the pitch, before the handshake, they have already read your shirt and filed you away. Zoher Karu thinks that ten seconds is a data problem, and he left one of the biggest data jobs in tech to go solve it.Zoher spent years as Global Chief Data Officer at eBay and Chief Data and Analytics Officer at Blue Shield of California. Now
40,000 Models, One API Key, And A $25M Bet On Open Source Jun 18, 2026 01:02:11 Every month your inference bill climbs, and you tell yourself it is the cost of doing business. What if it is actually a tax on what you do not know? In this episode, the founder of Featherless makes a blunt case: the best model for most of what your startup does is open source, often runs for basically peanuts, and is frequently built in China. He has put real money behind that thesis, about $25M
He Analyzed Millions of Calls. The Move That Closed Deals Was a Laugh. Jun 17, 2026 00:54:19 There is thirty billion dollars a year in lost rent sitting in empty units across America, and that vacancy quietly erases roughly half a trillion dollars of property value. Everyone assumed the fix was price, amenities, or a slicker chatbot. Then Nick Deveau and his co-founder Ben Epstein got their hands on millions of real leasing calls from one of the largest apartment owners in the country, po
AI Law Firm: The Logan Brown Playbook Jun 16, 2026 00:56:26 Time kills deals. So does the fine print you never read.James Charles sold the fastest-moving makeup palette in history, did a reported $100 million in revenue, and reportedly walked with around $2 million, because somewhere in a contract he did not read, the math got decided for him. That is the horror story Logan Brown tells founders to wake them up. Then she hands them the antidote.Logan walked
America Spends $5 Trillion On Health. This Is Where It Leaks. Jun 13, 2026 00:57:07 The real villain in American healthcare is not the insurance company. It is the hold music.The United States burns an estimated $350 billion a year on administrative waste, $266 billion of it from sheer complexity and $84 billion from fraud and abuse, and that sits inside a healthcare economy so large that if you sliced it off on its own it would rank as roughly the fourth biggest economy on earth
"We're AI-First!" No You're Not. Here's the Test. Jun 12, 2026 00:55:56 A CEO told Justin Watt his company was ready for AI. "We've got our data architecture together," he said, giddy. Justin asked to see it. The guy pulled up an Excel file. The filename? Data Lake.That moment is the whole episode in miniature. Justin Watt, co-founder of Switchboard, studied psychology, not computer science, and that turns out to be his unfair advantage. After stints at
Agent Memory Is the Next Great Moat Jun 12, 2026 00:47:14 What if the dumbest thing your startup does this year is hire?In Zurich, a six-person company is serving Fortune 500 clients with a rule that sounds like heresy: no human in the company can be assigned a task. The software literally locks them out. Every task goes to an agent first, and the agent decides when a human's judgment is actually worth the interruption.That company is Salfati Group,
What it do!? The Jujitsu Secret That Scales Companies Without Force Jun 8, 2026 00:38:16 Two purple belts walk back onto the mat after years away, and the guy who is slow, mindful, and refuses to break a sweat starts sweeping and submitting the meatheads who are gassing out around him. That is not a jujitsu story. That is the whole episode.This week Ryan Estes and Jason Katz, co-founder of Kindling Solutions, skip the warmup and go straight into the thing every founder feels but rarel
The $18 Billion Backdoor: How One Aussie Founder Plans to Eat LinkedIn Alive Jun 8, 2026 00:58:37 The inbox is dead, and the people who keep emailing it the hardest are the ones killing it fastest.David Connors has watched this happen up close. He sold his recruiting automation startup, Automately, to Sequoia Capital, spent two years inside the firm building tools so its investors and founders could answer one maddening question, "who do we actually know at company X," and walked out

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