
90% of the Oil Is Still in the Ground. This Is the Technology Built to Get It.
From Chuck Yates Got A Job by collide.
March 18, 2026 · 21 min · Episode 246
About this episode
Jon Slominski discusses the technology and challenges of implementing AI in the oil and gas industry.
Jon Slominski, Founding AI Engineer at Collide, sits down with Chuck to break down what it actually takes to build AI that works inside a real oil and gas enterprise. From agent hierarchies that read and write across legacy systems, to a mapping interface that lets you chat your GIS data into shape, Jon shares what he's building, what wakes him up at 4am, and why the biggest unlock might still be the 90% of oil we haven't touched yet. Click here to watch a video of this episode. Join the conversation shaping the future of energy. Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward. Apply today at collide.io Click here to view the episode transcript. 0:00 - Intro and Jon's background 1:30 - How Collide has evolved since Jon joined 4:00 - Agent hierarchy explained 6:10 - The hard part: taking AI from POC to production 9:30 - Auditable search and why citations matter 10:00 - What Jon is most proud of 11:20 - The mapping interface coming to Collide 13:50 - What keeps Jon up at night 16:50 - Using AI to unlock the 90% of oil still in the…
People in this episode
Host: Chuck
Guest: Jon Slominski
Topics covered
- AI in oil and gas
- technology
- energy
- data mapping
- agent hierarchies
Keywords
- AI
- oil
- gas
- technology
- energy
- data
- mapping
- agent hierarchy
Mentioned in this episode
Organizations: Collide
More episodes of Chuck Yates Got A Job
- The Candy Crush Guy Now Secures Oil and Gas AI · June 2, 2026 · 29 min
- Can AI Predict the Next Oilfield Disaster? · May 19, 2026 · 54 min
- The Unsolved Problem Hiding Inside Every Oil and Gas Deal · March 11, 2026 · 20 min
- TCU Sent College Kids Into the Permian Basin. Here's What Happened. · February 25, 2026 · 39 min
- Why Collide's CTO Left a Billion Dollar Company to Join 12 Employees · February 11, 2026 · 60 min
- Why Every Oil & Gas Company Is Getting AI Strategy Wrong (And How to Fix It) · January 28, 2026 · 7 min
Explore listener stats, chart rankings, contacts and more on the Chuck Yates Got A Job podcast page.