Todd broke down how we’re actually getting real ROI out of AI instead of chasing buzzwords, starting with the simple idea that domain expertise and clear value beats any hype cycle. He walked through the three places AI moves the needle G&A, capital, and risk and safety showing how agents can take over the daily grind like SCADA alert triage, revenue statements, AFEs, regulatory filings, and even capturing tribal knowledge before it walks out the door. He explained how Collide sits above systems like Quorum, WellView, SCADA, and accounting so teams can query everything in one place and see how a single well status change ripples across leases, contracts, and compliance. Regulatory use cases are exploding W-10s, injectors, flaring permits, methane reporting and mapping is becoming a key layer using tools like Mapbox. On the non-op side, the team is already extracting revenue statements and AFEs, pushing data into Aries and accounting, and setting up real ROI analysis for OBO partners. The takeaway start small, prove the value, then expand into a stack of agents that quietly take on the busywork so teams can focus on decisions that matter.

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