IndustriesNew vertical

Oil & Gas Engineering

Process automation, predictive maintenance, and data analysis for oil & gas operations, built by engineers who understand both the domain and the software.

What's included

  • Process automation

    Automate manual, error-prone operational workflows across extraction, processing, and distribution. Reduce operator overhead while maintaining full audit trails.

  • Predictive maintenance

    Sensor data pipelines and ML models that surface equipment failure risk before it becomes downtime. Integrate with existing SCADA and historian systems.

  • Operational data analysis

    Turn fragmented field data into decision-ready dashboards. Production reporting, loss accounting, and anomaly detection built for operations teams.

  • Regulatory compliance tooling

    Reporting pipelines and audit-ready data models that satisfy environmental and safety requirements without manual reconciliation.

  • Legacy system integration

    Bridge modern software with existing PLCs, historians, and ERP systems. We work with what you have rather than demanding a greenfield stack.

The engagement process

01

Operations audit

We map your current workflows, data sources, and pain points. Output: a prioritised list of automation opportunities with estimated ROI.

02

Architecture design

System design covering data ingestion, processing, storage, and presentation layers, with explicit decisions on integration points with existing infrastructure.

03

Phased delivery

We deliver in phases with working software at each stage. No big-bang cutover: operations continue without interruption.

04

Handoff & training

Documentation, operator training, and a defined support window. Your team owns the system from day one.

Why Rather Labs

Why we're the right fit

See case studies

Domain engineers, not just software engineers

Our team includes physicists, and nuclear and mechanical engineers who have worked in industrial environments. We speak operations fluently, no translation layer needed.

Safety and compliance first

We treat regulatory requirements as constraints to engineer around, not obstacles. Every system we build has auditability and compliance reporting built in from the start.

No rip-and-replace

Industrial environments can't absorb big-bang migrations. We integrate with your existing systems and replace components incrementally as value is demonstrated.

Our stacks & tools

PythonTypeScriptNode.jsFastAPIReactPostgreSQLTimescaleDBInfluxDBGrafanaMQTTOPC-UAModbusWebSocketsAWSDockerKubernetesTerraformand more

Questions we hear often

Specific questions? Book a 30-minute discovery call. No commitment, just honest answers.

Get in touch

Yes. We build integrations with OPC-UA compatible systems, PLCs, and industrial historians. We work with what you have; the goal is always to add capability without disrupting existing operations.

Yes. Day-to-day delivery is remote, but for discovery and integration phases we can send engineers on-site, onshore or offshore. We structure the engagement around your operations schedule.

We start with a bounded pilot, a single workflow or data stream, to demonstrate value before committing to a broader programme. Scope expands as value is demonstrated, not upfront.

Free 30-minute call

Ready to scope your project?

Tell us what you're building. We'll ask the right questions, validate the approach, and tell you honestly what it would take.