Oil & Gas Field Operations

Part of the worlds-biggest-software-project initiative.

An AI-native, open-source platform unifying well management, production reporting, safety compliance, and environmental monitoring for oil and gas field operations.

Oil and gas field operations span geographically dispersed well sites, refineries, and pipeline networks that must be managed under strict safety, environmental, and production constraints. This project targets upstream and midstream operators, oilfield contractors, and EHS teams who need a single coherent platform that works reliably in remote, low-connectivity field conditions while meeting regulatory reporting obligations.

Why Oil & Gas Field Operations?

Incumbents like Enablon and SpheraCloud carry steep learning curves, long implementation cycles, and high total cost of ownership that lock out small and mid-size operators.
Mid-market suites (BasinCheck, SafetyIQ) are mobile-friendly but offer limited deep analytics, sparse SCADA/historian integrations, and constrained reporting customisation.
Production-centric tools (Smart RDM, Cygnet SCADA, OpenWells) have engineering-heavy UX that field crews struggle with, and aging interfaces with vendor lock-in concerns.
No widely adopted open-source platform exists in this category, leaving small operators (1–20 wells) without an affordable, modern option.
Pricing across the market is opaque, enterprise-sales-driven, and excludes operators who would benefit most from digital field operations.

Key Features

Field Capture & Mobility

Offline-first mobile capture for inspections, JSAs, incidents, and observations
Configurable form builder with photo, GPS, and signature capture
Low-bandwidth synchronisation tuned for satellite links
Multi-language UI (EN, ES, AR, PT)

Safety & Compliance

Incident, near-miss, and observation reporting with corrective action tracking
Permit-to-work, JSA, and LOTO digital workflows
Audit and inspection scheduling
Role-based access, audit trail, and electronic signatures

Well & Production Operations

Well-site and asset hierarchy with shift and daily production logging
SCADA and historian ingestion via OPC-UA and MQTT
Production allocation and reconciliation
Regulatory report generators for EPA Subpart W and selected state agencies

Environmental & Emissions

Methane emissions log and basic LDAR workflow
Air emissions inventory and permit tracking
ESG data capture aligned with operational data

Analytics & Integration

Role-based dashboards and CSV/PDF export
API-first integration layer with JS and Python SDKs
Action and corrective-action management with escalation

AI-Native Advantage

AI capabilities target the most labour-intensive parts of field operations: auto-classification of incidents to OSHA, API RP 754, and ISO 14224 codes; natural-language report generation from structured field data; and photo-based hazard recognition from field captures. Predictive maintenance anomaly detection on pump and compressor data, methane plume detection from optical gas imaging, and a conversational regulatory assistant grounded in current rules together replace work that incumbents leave to manual review or sell as premium add-ons.

Tech Stack & Deployment

The platform is designed API-first with broad SDK coverage and built on open standards (WITSML, PRODML, OPC-UA, ISO 14224, API RP 754) for interoperability. Offline-first mobile architecture with conflict-free sync supports intermittent satellite connectivity. Deployment must accommodate cloud, private-cloud, and on-premise options to satisfy data sovereignty requirements for national oil companies, and field tablets must meet ATEX/IECEx or North American Class I Division 2 standards.

Market Context

The market is dominated by proprietary, enterprise-licensed products spanning enterprise EHS suites (Enablon, SpheraCloud), mid-market field-operations tools (BasinCheck, SafetyIQ), and asset management/CMMS systems (Smart RDM, eWorkOrders). Vendors report digital operations driving 10–30% reduction in maintenance costs, 20–50% reduction in unplanned downtime, and 5–20% production uplift. Primary buyers are upstream operators, oilfield contractors with 20–300 personnel, and production-focused asset managers — with small operators currently underserved.

Project Status

This project is in the research and specification phase.
Contributions, feedback, and domain expertise are welcome.

Contributing

We welcome contributions from developers, domain experts, and potential users. See CONTRIBUTING.md for guidelines.

Important: All contributions must be your own original work or clearly attributed open-source material with a compatible licence. Copyright infringement and licence violations will not be tolerated and will result in immediate removal of the offending contribution. If you are unsure whether a piece of code, text, or other material is safe to contribute, open an issue and ask before submitting.

Licence

Licence to be determined. See discussion for context.