All case studies Oil & Gas · Workshop

An oil and gas leadership team built an AI roadmap in one day

A full-day onsite workshop in Fort Worth turned a data-heavy upstream business from "AI is for tech companies" to a prioritized list of pilots.

Industry
Oil & Gas
Engagement
Workshop
Timeline
One full day onsite
Outcomes
Knowledge unlockedPipeline built

The problem

A Fort Worth oil and gas firm with ~15-20 executives across Land, Minerals, Operations, and Marketing wanted AI literacy plus a credible roadmap for where to start. Manual bottlenecks were stacked across lease provisioning, NRI verification, plant-statement reconciliation, contract review, OCM filings mining, and well-inventory updates.

What we built

  • Three-hour Executive AI Briefing covering the AI landscape and real workflows shown live
  • Live demos using fake oil and gas datasets (well expense anomaly detection, Division Order NRI verification, plant-statement reconciliation, contract extraction, lease-expiry tracking)
  • Afternoon Operational Discovery sessions with each department
  • Department-specific one-pagers mapping every wishlist item to AI-assisted, workflow, or autonomous-agent levels
  • Post-session written summary with priority opportunities and recommended next steps

Stack

ClaudeChatGPTPerplexityCodextryShortcut.ai

Outcome

Workshop delivered. Multiple pilot opportunities seeded across departments.

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