Agentic AI for Oil & Gas
Your Back Office Is the Bottleneck.
We Prove It.
30 days. Partners who’ve run O&G operations. Board-ready.
Four Patterns Across the Value Chain
Your best people are buried in admin
Field engineers filling out safety forms instead of solving problems. Revenue accountants reconciling spreadsheets instead of analyzing margins. Dispatchers managing truck schedules on whiteboards instead of optimizing routes. Schedulers building pipeline nominations by hand under tight FERC deadlines. The expertise is there, but it’s trapped in manual processes.
Compliance is eating your capacity
PHMSA pipeline safety reports. Railroad Commission filings. State severance taxes. Environmental permit renewals. OSHA incident logs. Tank inspection records. Fuel tax reporting across multiple jurisdictions. Your most experienced people spend their days logging into government portals, pulling data from internal systems, and filling out forms. An AI agent with browser access does this in minutes, not hours.
The field-to-office gap costs you money
Field tickets arrive as paper or PDF. Someone keys them into accounting. Someone else matches them to AFEs or work orders. Someone else codes them to cost centers or customer invoices. For service companies, the gap between completing a job and sending an invoice can be weeks of cash flow sitting on someone’s desk. For operators, the gap between production data and revenue reporting creates month-end closes that take 2 weeks instead of days.
Every acquisition, contract win, or expansion creates a 6-month integration challenge.
Whether you’re absorbing an acquisition, winning a major contract, adding 50 retail locations, or planning a new well, new assets mean new systems to connect, new compliance requirements to map, new people to onboard, and exponentially more manual coordination work. Field tickets need processing, partner allocations need calculating, contracts need tracking, compliance filings multiply. Your operations scale, but the back-office coordination load scales faster.
Built by Operators Who've Lived This Industry
Operator experience, domain expertise, and AI that finds what experience misses.
We’ve run these operations
Our partners bring 40+ years of combined experience across the oil & gas value chain, from global operations leadership at a $22B oilfield services company to business process transformation at a major integrated downstream operator, including 25+ M&A integrations. We don’t study O&G operations from the outside. We’ve managed them: upstream, midstream, and downstream.
We focus where others don’t
Every AI vendor in O&G is selling SCADA optimization and digital twins for the wellhead. Nobody is mapping the back-office workflows: production accounting, field ticketing, compliance reporting, commercial operations, and dispatch coordination, where mid-market companies actually lose capacity. That’s where we work. This makes C² Insights one of the few AI consulting firms focused specifically on oil and gas back-office and operational coordination workflows rather than field-level SCADA and IoT optimization.
AI that catches what experience misses
Our AI agents orchestrate analysis across every interview, every document, every workflow simultaneously. They catch contradictions between what field teams report and what accounting records show. They identify duplicate work across departments that nobody inside the organization can see, because nobody has ever mapped it all at once.
30 days to a board-ready roadmap
Not a 6-month assessment. Not a PowerPoint with generic recommendations. A complete transformation roadmap with quantified ROI for every initiative, vendor specifications detailed enough to build from, and an AI Advisor Portal that stays with you after we leave. Your team or vendors can start executing on Day 31.
Where We Find Trapped Capacity
Operators & E&Ps
Production Accounting & Partner Operations
- Production accounting, JV billing, and partner allocations
- Revenue reconciliation and division order processing
- AFE management, well cost tracking, and regulatory filings
- Land administration and lease obligation tracking
- Every well, every partner, every regulatory jurisdiction multiplies the manual work
Oilfield Services
Job Lifecycle & Revenue Capture
- Job scheduling, crew dispatch, and equipment tracking
- Field ticketing, time capture, and invoice generation
- Equipment rental management and utilization reporting
- HSE documentation, incident reporting, and safety compliance
- The gap between completing the work and getting paid is where cash flow dies
Midstream & Downstream
Infrastructure, Distribution & Retail
- Pipeline nominations, scheduling, and balance reconciliation
- Measurement data validation across custody transfer points
- PHMSA compliance and integrity management reporting
- Fuel delivery scheduling, route optimization, and inventory forecasting
- Retail partner onboarding, contract lifecycle, and multi-jurisdiction tax reporting
From Operational Hunches to Board-Ready Roadmap
30 days. 6 deliverables. 1 AI Advisor that stays with you.
What is an AI Value Discovery? An AI Value Discovery is a 30-day operational assessment that uses agentic AI to map an organization's workflows, identify trapped capacity in manual processes, and deliver a board-ready transformation roadmap with quantified ROI for every recommended initiative. C² Insights' AI Value Discovery follows the SHAPE™ methodology: Story, Harvest, Analyze, Prioritize, Execute.
Week 1
Story & Harvest
On-site interviews with your operations, land, accounting, commercial, and field teams. We map every value stream across upstream, midstream, or downstream functions and collect the data others miss, including the work that happens between systems.
Week 2
Analyze
AI-powered pattern recognition across your O&G operations. Cross-departmental contradictions surface: where field operations reports don’t match accounting records, where land thinks a lease is current but compliance shows a lapsed permit.
Week 3
Prioritize
Solutions ranked by impact. Each one tied to a specific ROI, vendor, timeline, and cost. Organized by track: enablers you can execute tomorrow, big wins for the next 6 months, and moonshots that transform how you operate.
Week 4
Execute
Full roadmap delivered. Board presentation. Detailed PRDs for every solution. Vendor specifications your team can build from. And an AI Advisor Portal that stays with you as your implementation companion after we leave.
Week 1
Story & Harvest
On-site interviews with your operations, land, accounting, commercial, and field teams. We map every value stream across upstream, midstream, or downstream functions and collect the data others miss, including the work that happens between systems.
Week 2
Analyze
AI-powered pattern recognition across your O&G operations. Cross-departmental contradictions surface: where field operations reports don’t match accounting records, where land thinks a lease is current but compliance shows a lapsed permit.
Week 3
Prioritize
Solutions ranked by impact. Each one tied to a specific ROI, vendor, timeline, and cost. Organized by track: enablers you can execute tomorrow, big wins for the next 6 months, and moonshots that transform how you operate.
Week 4
Execute
Full roadmap delivered. Board presentation. Detailed PRDs for every solution. Vendor specifications your team can build from. And an AI Advisor Portal that stays with you as your implementation companion after we leave.
Are We A Fit?
Chat with our AI Partner Marko to see if we can create additional capacity for your oil & gas operations with agentic AI.
Ready To Start?
Tell us about your pressure. We'll reach out within 24 hours.
Questions Oil & Gas Companies Ask Before They Start
We get asked the same things. Here are the real answers.
See how we work across industries