Applied Intuition: A Billion Intelligent Machines - [Business Breakdowns, EP.248]

Today, we are breaking down Applied Intuition. Our guests are co-founders Qasar Younis and Peter Ludwig, who started the company in 2017 with a mission to make a billion machines intelligent. The simplest way to understand Applied Intuition is that it builds the brains for machines, and the tools other companies use to build those brains. If a manufacturer wants its tractor, truck, or mining vehicle to drive itself, it can buy the intelligence from Applied Intuition or use its platform to develop its own. The analogy the founders use is Nvidia. Just as Nvidia sells chips into everyone else's machines, Applied Intuition sells intelligence into everyone else's machines, across automotive, defense, mining, agriculture, and robotics, without building any single machine itself. We discuss why the most important companies of the next 25 years will all be physical AI companies, Dana, their new agentic platform for developing and deploying these systems, and how the company raised a billion dollars without spending any of it. Please enjoy this Breakdown of Applied Intuition. For the full show notes, transcript, and links to the best content to learn more, check out the episode page⁠⁠⁠⁠⁠⁠⁠ here.⁠⁠⁠⁠⁠⁠⁠ ----- Become a Colossus member to get our quarterly print magazine and private audio experience, including exclusive profiles and early access to select episodes. Subscribe at ⁠colossus.com/subscribe⁠. ----- This episode is brought to you by⁠⁠⁠⁠ ⁠Portrait Analytics⁠⁠⁠⁠⁠ - your centralized resource for AI-powered idea generation, thesis monitoring, and personalized report building. Built by buy-side investors, for investment professionals. We work in the background, helping surface stock ideas and thesis signposts to help you monetize every insight. In short, we help you understand the story behind the stock chart, and get to "go, or no-go" 10x faster than before. Sign-up for a free trial today at ⁠⁠⁠⁠⁠portraitresearch.com⁠⁠⁠⁠⁠ ----- Stay up to date on all our podcasts by signing up to Colossus Weekly, our quick dive every Sunday highlighting the top business and investing concepts from our podcasts and the best of what we read that week. Sign up here. ----- Editing and post-production work for this episode was provided by The Podcast Consultant. Timestamps (00:00:00) Welcome to Business Breakdowns (00:02:16) Intro: Applied Intuition (00:03:26) State of the Physical AI Market (00:07:19) Why Physical AI Will Be Bigger Than Digital AI (00:09:14) What Applied Intuition Builds & Sells (00:12:36) Staying Flexible Across Technologies & Verticals (00:13:16) Founding Story & Strategic Choices (00:17:10) Evolution of the Business: Tools → OS → Autonomy Stack (00:20:59) Introducing Dana: The Agentic Platform (00:23:40) Building Dana: Customer Demand vs. Vision (00:24:51) Why Applied Intuition Is Uniquely Positioned to Build Dana (00:28:29) The Cross-Vertical Data Flywheel (00:33:25) Rate Limiters to Physical AI Adoption (00:35:41) Business Model & Revenue (00:37:06) Customer Base & Global Reach (00:39:22) Competitive Landscape (00:44:21) Capital Allocation & Financial Strategy (00:47:15) The Future of Physical AI