Unlocking Data-Driven Reliability for the Upstream Industry

We help you use data to identify problems before they happen.

Use Data to Drive Reliability for Less

The upstream industry has a massive impact on the health of the global economy.  Operational excellence and data digitization are differentiators for top performers and upstream facilities will have strong incentives to optimize their reliability.

Ensure Safety​

In the upstream industry, safety is paramount. A data-driven approach ensures appropriate actions are taken  maintain health and safety risk at appropriate levels.

Balance Performance and Cost​

Achieving peak performance and availability while managing costs effectively is an ongoing challenge for the industry. A data-driven approach helps improve availability for increased revenue and cut costs through focused spend and risk management, ensuring long-term profitability and competitiveness.

Meet Regulatory Requirements​

Meeting stringent regulatory requirements is a non-negotiable. Adherence to complex standards is vital for compliance and avoiding penalties. With a data-driven approach, you can take proactive action before issues arise to ensure continuous compliance.

We Help Industrial Leaders Navigate Reliability Digital Transformation


Invested in R&D and Ventures, focused on industrial reliability and data science


Assets implemented and analyzed for reliability and integrity programs


Employees dedicated to improving reliability, with 50% embedded in customer sites


Reliability software packages implemented to enable data-driven decisions

Reliability as a Solution

Our fixed price service plus software solution focused on delivering to a quantified result. Back your reliability team with decades of experience.

  • Improve reliability uptime by connecting data in single model.
  • Dynamically prioritize maintenance and inspection activities.
  • Transform culture through standardized processes and training.


Increased annual revenue

6 Month

Timeline to improvement

Creating a Reliability Culture

Whether you’re in an operations, maintenance, or support function, every role has an impact on your facility. We help create a common, data-driven, framework of reliability that keeps you and your team on the same page.

Engineering Team

Our aim is to assist you in prioritizing your time by pinpointing the assets that demand your distinct attention and suggesting the right techniques to employ to address the failure modes of concern.

Facility Management

Our objective is to provide you with a comprehensive overview of your facility’s performance in one glance. This is vital for making informed reliability decisions and mitigating unexpected shutdowns.

Corporate Operations

Our approach involves creating visible reporting views for all your facilities and collaborating to establish sustainable and scalable reliability work practices. Helping to prioritize resource allocation and minimize unplanned shutdowns, while boosting production.

Supermajor Uses QRO to Predict 94.22% Availability and Associated HSE Risk, Using Model to Drive Benefit-to-Cost Design and Maintenance Optimization​

Learn how we helped a large energy producer drive a more proactive maintenance approach and quantify future risk and costs by simulating thinning and vibration scenarios through a QRO pilot.



Data Talks. Newton™ Listens.

The suite answering “What happens if this compressor blows?” or “Can I push this inspection?”. Single asset strategies are dated. It is time to take a system view of your availability, cumulative costs, and risk exposure for increased facility performance like you’ve never experienced.

Ready to see how data-driven reliability will impact your facility?