Beyond ChatGPT: AI Built for Energy, Mining & Climate | Lium
What if AI could analyze terabytes of satellite, climate, grid, and subsurface data with a single question?Lium is building an AI operating system for the physical world that helps scientists, engineers, and businesses extract insights from massive datasets without spending months building data infrastructure.https://www.lium.aiGuest bios:Ryan Thill is co-founder of Lium, an entrepreneur with a background in environmental science and technology. He previously worked at Workday, Procore, and Box, and brings experience in enterprise software, AI, and business development.Josh Knutson is co-founder of Lium and a serial entrepreneur and a former mental health clinician turned technology founder who has worked across healthcare, data engineering, and AI, combining technical expertise with a passion for environmental impact.Both have built and sold companies.Company summary:Lium is developing a cloud-based operating system that connects AI agents to massive, complex datasets across climate, energy, natural resources, and other physical-world industries. Its technology enables users to analyze satellite imagery, weather patterns, electric grids, seismic data, and subsurface resources without extensive coding or data migration. Applications include geothermal exploration, carbon sequestration, flood risk, and grid intelligence.Seven things you’ll learn in this episode:Domain expertise is the AI moat. Frontier models will improve, but proprietary knowledge and specialized workflows remain valuable.Move the intelligence, not the data. Connect AI to existing datasets instead of spending 12–18 months migrating them.Make experts more powerful. Let scientists and engineers build AI workflows without becoming software developers.Choose markets systematically. Find industries where complex data, expensive decisions, and specialized expertise intersect.Turn research into products. Convert scientific code and published research into reusable AI tools.Fail faster. Entrepreneurship rewards rapid experimentation, learning, and the willingness to confront obstacles.Get out of your head. Meditation and short walks can help founders manage stress, gain perspective, and make better decisions.–Extra stuffJoin our private CEO peer group in energy, infrastructure, industrial tech, and climate tech:→ entrepreneursforimpact.comJoin 40,000+ and read our two-minute Climate CEOs newsletter:→ entrepreneursforimpact.substack.com/Listen to similar Climate CEOs podcast episodes:→ The $8B Utility Blind Spot: From Helicopters to AI | Overstoryhttps://podcasts.apple.com/us/podcast/the-%248b-utility-blind-spot-from-helicopters-to-ai-overstory/id1561411048?i=1000761375819→ Climate AI: TIME’s Best Invention + First Prediction Engine for Earth | Bellwetherhttps://podcasts.apple.com/us/podcast/climate-ai-times-best-invention-first-prediction-engine/id1561411048?i=1000694819077→ AI for Energy Regulation: VC-Backed + Tech for Open Data | HDatahttps://podcasts.apple.com/us/podcast/ai-for-energy-regulation-vc-backed-tech-for-open-data/id1561411048?i=1000675533997Help our guests and leave a rating or review on Apple or Spotify.→ Thanks in advance!Join 97,000+ and take my course, Renewable Energy & Green Building Entrepreneurship:→ coursera.org/learn/renewable-energy-entrepreneurship