Energy
Maximize uptime, optimize output, and ensure safety.
Oil & gas, renewables, power and utilities – Physical AI creates breakthrough opportunities for asset integrity and reliability, autonomous operations, digitals twins and simulation, exploration and operations, and planning, logistics, value chain.
In the news
Avathon in action
Predictive equipment health
Normal behavior models trained on sensor, visual, and acoustic data catch degradation in pumps, rigs, turbines, and compressors days to weeks ahead. A midstream LNG operator runs at a 94% detection rate; one upstream supermajor cut alert triage 80% and books $30M a year per platform.
Pipeline & grid integrity
Pipelines, tanks, and transmission and distribution assets are monitored continuously for leaks, corrosion, and flow anomalies as they emerge. Grid optimization trims losses and speeds outage and storm response.
Renewable fleet performance
Models and machine vision forecast output, catch underperformance, and anticipate component failures across wind, solar, and storage — 5.5 GW of Ørsted assets run this way. Interventions are recommended before production is lost.
Plan and execute maintenance actions
The knowledge graph maps assets, spares, schedules, and dependencies, so agents anticipate maintenance and generate optimized work orders — matched to the right technicians, tools, parts, and downtime windows.
Computer vision for worker safety
Monitor personal protective equipment (PPE) compliance, safe zone adherence, and incident detection in real time, providing proactive worker warnings of immediate risks. Automate real-time actions to prevent accidents.