OIL & GAS

AI agents for the upstream, midstream, and downstream

The oil and gas industry runs on documents, compliance, and coordination across dozens of contractors. Spawn agents handle the operational overhead — so your engineers focus on the reservoir, not the paperwork.

The operational reality of oil & gas

01

Tender & procurement cycles

Months of manual bid evaluation, vendor comparison, and technical scoring. Each tender generates hundreds of pages no one has time to read properly.

02

Regulatory & HSE compliance

DPR, NUPRC, NNPC reporting. Environmental impact assessments. Safety audits. The compliance surface area grows every year — headcount doesn't.

03

Production reporting & economics

Daily production data scattered across SCADA, field reports, and spreadsheets. Reserve estimates and decline curves maintained in personal Excel files.

04

JV & partner coordination

Cash calls, AFE approvals, budget reconciliation across JV partners. Every decision requires compiling data from five systems and three organizations.

05

Equipment maintenance planning

Aging infrastructure, unpredictable failure modes, and maintenance backlogs. Downtime costs $100K+/day and root cause analysis lives in people's heads.

06

Crude marketing & hedging

Bonny Light pricing, Brent basis risk, OPEC+ dynamics, lifting schedules. Market intelligence that arrives too late to act on.

AGENT WORKFLOWS

What agents do here

Procurement

Automated bid evaluation

Agent ingests tender documents, extracts technical requirements, scores vendor proposals against weighted criteria, flags non-compliant bids, and generates a ranked shortlist with justification — in hours, not weeks.

Compliance

Regulatory filing & audit prep

Agents compile production data, environmental metrics, and safety records into DPR/NUPRC submission formats. Cross-reference against current regulations. Flag gaps before the auditor finds them.

Engineering

Equipment reliability analysis

Ingest maintenance logs, failure history, and OEM specs. Generate reliability models, predict failure windows, and recommend intervention schedules. Build interactive dashboards your field engineers actually use.

Economics

Production forecasting & reserve analysis

Pull production data from SCADA and field reports. Run decline curve analysis. Generate reserve estimates and economic models with sensitivity tables. Update monthly without an analyst touching a spreadsheet.

Market Intelligence

Crude pricing & hedging analysis

Real-time monitoring of Brent, Bonny Light differentials, OPEC+ decisions, and geopolitical risk. Generate hedging playbooks with scenario analysis for put options, swaps, and forward contracts.

Operations

JV reporting & cash call management

Automate monthly JV reports, reconcile budgets across partners, generate cash call packages, and track AFE approvals. One agent replaces the spreadsheet hell across three organizations.

A valuation memo that our CFO previously spent almost a week preparing was completed within three or four hours.
Chief Sustainability OfficerLeading renewable energy company
10×Faster tender evaluation
90%Less time on compliance prep
$2M+Annual savings on a single OML
24/7Market intelligence coverage

Ready to see it on your data?

Bring your messiest workflow. We'll show you what an agent does with it — live, in your first call.