Power Hour | How RAG, Embeddings, and Agents are Changing Energy Workflows

​In this Power Hour, we bring together Jazmia Henry and Jon Slominski for a technical deep dive into how Collide is building AI agents specifically for the oil and gas industry. We explore the architecture behind our petroleum embeddings model, the challenges of nondeterminism, and how we are using skills and sub-agents to manage complex workflows without blowing up context windows.

We dive deep into the realities of deploying AI in dense, enterprise environments. From handling unstructured well files and geospatial data to building configuration-driven agent hierarchies that scale securely, we discuss what it actually takes to move beyond generic copilots and build tools that energy professionals can trust.