In this episode of The Landcast, the gang is joined by Kyle Walker, founder of Clearfork Intelligence and professor of geography at TCU, for a fascinating conversation about artificial intelligence, GIS, and the future of the land and energy industries.
Kyle shares how his background in spatial data science led him into oil and gas, mineral data, mapping, and AI; and how ClearFork Intelligence is using those tools to solve real-world problems like automated run sheets, deed and legal description analysis, well data visualization, transmission line routing, and land intelligence.
Kyle also gives his thoughts on the big question: what should AI actually be doing? He explains why AI isn’t always the right tool for the job, why traditional code and automation still matter, and why human review becomes even more important as AI gets better. The group discusses AI hallucinations, and the danger of getting a technically correct answer that is still the wrong answer.
They also explore what all of this means for the next generation of landmen, GIS professionals, developers, and analysts, and why communication, judgment, industry knowledge, and human relationships may become more valuable rather than less valuable in an AI-driven world.
Check out Kyle here:ClearFork IntelligenceKyle Walker on X / Twitter
Kyle Walker on LinkedIn