Data Science Services

In addition to our digital solutions we also offer a range of services that leverage data science, machine learning and AI to help customers tackle challenges that cannot be addressed by traditional approaches.

Bespoke data science projects

Problem solving is at the heart of our business.

Our technically curious data scientists, analysts, atmospherics experts and engineers thrive on helping our customers find new solutions to their business challenges by revealing meaningful information and opportunities hidden in their data. ‍

A data-driven approach

Data science has the potential to uncover solutions to problems quicker and more effectively than ever before. We help our customers to take a data-driven approach to solving some of the most challenging problems today. Our team has the experience and capability to turn mountains of data into business solutions.

Through the use of data science, machine learning, artificial intelligence and engineering expertise we can help to reveal new information, gain a deeper understanding of issues and seek out answers to problems.

Get in touch to discuss a data science project

We have an established track record of helping customers to address a range of operational and compliance challenges.

Process/Plant Optimisation

Gain a detailed understanding of system performance and drive significant improvements in production. Optimisation areas covered include gas compressors, gas lift, water injection, pump configuration, well/choke/slugging, NGL management and dew point management.

Maintenance Optimisation

Continuously evaluate the health, condition, efficiency and future levels or operational risk on asset plant and equipment. Anticipate and prioritise maintenance activities dynamically and forge a path to predictive maintenance, with the right maintenance activities being carried out at the right time.

Behavioural Safety

Use data science, predictive tech and behavioural psychology to predict and prevent HSE incidents. Make more informed HSE decisions, quantify the exposure to behavioural risk across work teams and prioritise activities on the right areas.

System Start-Up

Use data to reveal new insights and identify optimum start-up sequencing to limit start-up attempts, avoid maintenance costs and increase system uptime.

Asset Diligence

Understand the effectiveness of existing maintenance regimes and quantify the current health/risk for your asset; reveal opportunities to improve efficiency and reduce cost.

Oil in Water

Reveal the key factors that are contributing to good and bad oil in water, anticipate and predict when bad oil in water may occur and identify specific actions that can minimise your environmental impact.

FPSO Turret Bearing Condition

Deploy advanced machine learning algorithms to identify bearing wear patterns and advanced statistical models to predict bearing degradation.

Crew Performance

Use data science and comparative analytics to reveal detailed operational insights on crew performance and identify the steps that can be taken to realise material gains across an asset.

Predictive Analysis Services

Our data scientists can work as an extension of your asset teams.

OPEX also offer a variety of data science services, ranging from ad-hoc support requests, data drill downs and detailed investigations, through to asset-wide managed services. We provide analytics-as-a-service and insights-as-a-service for a number of our customers using our in-house expertise.

Talk to us about our data science services

WE KNOW HOW TO TRANSLATE DATA

We speak the same language as our customers.

The OPEX team is a unique blend of exceptional data scientists, AI engineers, software developers, atmospherics experts and operations focused engineers. We're technically curious but results-focused with experience of working across multiple facilities and customers.

Find out more about the OPEX team