LNG plants are complex and highly energy-intensive operations. Gaining deep operational insights is essential to optimize performance and reduce energy consumption.

The primary challenge in modern asset reliability isn’t a lack of data; it’s a lack of context and scale. Industrial operators are often inundated with equipment data, but without understanding asset behavior within its specific operational environment, that data remains unexploited. Furthermore, while many organizations have established effective reliability plans for critical units, scaling those practices across the entire enterprise remains an uphill battle; leaving companies vulnerable to significant operation and financial losses from unplanned downtime.

In chemical manufacturing, reliability teams must manage critical machinery and instrumentation in a fast-paced, complex environment.

As industrial organizations seek to scale digital transformation initiatives, the ability to develop custom business applications fed by real-time operational data helps operational technology (OT) and data teams support enterprise and on-site use cases.

As AI and digitalization transform industrial operations, disconnected systems and siloed data can limit visibility, slow decisions and hinder innovation. Unlocking their potential requires secure, accessible data with operational context.

Engineering, procurement and construction (EPC) firms are under increasing pressure to deliver projects faster, at lower cost and with greater confidence amid volatile market conditions and growing project complexity.

Geomodels are foundational for understanding subsurface assets and informing field development strategies and drilling plans.

A multinational company focused on the energy and material industries transformed its cost estimating process by replacing manual, Excel-based workflows with Aspen Capital Cost Estimator (ACCE).

Manufacturers routinely lose margin due to the gap between what is planned, what is scheduled, and what actually happens on the plant floor.

OCP Ecuador operates a critical 485-kilometer heavy crude pipeline that transports approximately 30% of Ecuador’s oil production, making reliability essential to safe, efficient operations.