Computational platforms that integrate technical models, operational data, and business logic to enable confident decision-making under uncertainty.
An Industrial Digital Asset (IDA) is a computational platform that integrates technical, operational, financial, and risk models into a unified system—enabling you to answer the question: "What action maximizes business value across the asset lifecycle?"
An IDA evolves with your physical asset, simulating thousands of scenarios, linking equipment health to EBITDA impact, and supporting confident action even when conditions are complex.
It integrates:
The result: a living system that enables scenario exploration and optimization, serving as a single source of truth across engineering, operations, finance, and strategy.
Built on engineering fundamentals and validated against historical performance, enabling accurate forecasting under varying conditions.
Our MiRO v1 (Minimizer of Operational Risk) framework explores thousands of system configurations to identify optimal operating strategies.
Performance Dependency Elucidation Language maps how component conditions propagate to system-level outcomes, ensuring traceability from sensor to P&L.
Designed to be updated with real operational data, growing more accurate and valuable over time as your asset and operations evolve.
Challenge: A major facility needed to optimize compressor configurations across dry and wet gas systems, with varying feed compositions, pressure requirements, and maintenance schedules impacting profitability.
IDA Implementation:
Business Value: Operations teams gained daily decision-support capability, achieving measurable improvements in production efficiency and reducing unplanned maintenance events through data-driven configuration optimization.
An executable decision-support platform used daily by engineering and operations teams—not a static report, but a living tool that supports ongoing value generation.