Eigen's mission is to create AI that reasons from first principles to predict reality with a physics and chemistry computational platform for software tools used in planning and control of real-time industrial systems. Eigen has deployed a machine learning based chemistry inference platform for close-loop control in refinery plants. They are also developing machine-learning assisted spectroscopy for chemistry analysis.
Asset Optimization
2025 Cohort
Grid analytics platform for asset management
Waste-to-Value
2025 Cohort
Smart, reverse osmosis tunable electric desalination membranes.
Asset Optimization
2025 Cohort
AI tools for real time interpretation of DSS.
Asset Optimization
2025 Cohort
CV for rapid & accurate methane detection in OGL.
Fluid Systems
2026 Spring Cohort
Lower rig cost and clean soil and recovered base oil
Operational Agility + Intelligence
2026 Spring Cohort
Physics-based AI integrating for edge asset performance optimization
Operational Agility + Intelligence
2026 Spring Cohort
Turns fragmented knowledge sources into integrated, unified platform.
Asset Optimization
2025 Cohort
AL/ML energy infrastructure permitting and project solution.
Alternative Energy
2025 Cohort
Sensor for trace H2 detection, localization, and quantification.
Robotics
2026 Spring Cohort
Longer flight times with hydrogen-powered drones
Fluid Systems
2026 Spring Cohort
Modular thermal produced water treatment system
Asset Optimization
2025 Cohort
4D data structuring platform for enhanced operations.
Alternative Energy
2025 Cohort
Waterless geologic CO2 sequestration and H2 production.
Asset Optimization
2025 Cohort
Automation platform for upsteam and midstream control systems.
Operational Agility + Intelligence
2026 Spring Cohort
Decentralized catalog for industrial assets
Asset Optimization
2025 Cohort
AI/ML platform for chemical formulation optimization.
Asset Optimization
2024 Awardee
The first and only single injection flow improver
Reservoir & Production Enhancement
2026 Spring Cohort
Non-toxic fungal biosurfactant
Alternative Energy
2025 Cohort
Micro-electric sensors for subsurface monitoring.
Alternative Energy
2025 Awardee
EGS techno-economic tools.
Alternative Energy
2025 Cohort
Advanced conformance control to maximize EGS.
Fluid Systems
2026 Spring Cohort
Devices to increase flow capacity with reduced friction losses
Asset Optimization
2025 Awardee
Shazam-tech for well logging & diagnostics.
Asset Optimization
2025 Awardee
Low-emission, shape memory alloy-based electrical valve actuators.
Waste-to-Value
2025 Awardee
Green methanol production from waste water and natural gas.
Operational Agility + Intelligence
2026 Spring Cohort
Autonomous inspection for asset maintenance
Reservoir & Production Enhancement
2026 Spring Cohort
Nano-surfactant that increases recovery with lower production and intervention costs
Operational Agility + Intelligence
2026 Spring Cohort
Physics-based AI for asset performance optimization
Operational Agility + Intelligence
2026 Spring Cohort
Alerts and plain language analysis across video monitoring
Asset Optimization
2025 Cohort
Data automation for upstream & midstream energy companies.
Asset Optimization
2025 Awardee
Wall-crawling robot for industrial storage tank inspections.
Alternative Energy
2025 Cohort
Ultra long duration energy storage.
Asset Optimization
2025 Awardee
Real time drilling fluid intelligence systems.
Alternative Energy
2025 Cohort
Novel reactor for low cost, large-scale production of syngas / clean hydrogen.
Asset Optimization
2024 Awardee
AI-enabled safety platform
Asset Optimization
2024 Awardee
AI-Powered weather intelligence
Asset Optimization
2024 Awardee
Advanced, contact-free monitoring technologies
Waste-to-Value
2025 Cohort
High purity, crystalline, low-emission graphite production from hydrocarbon gas and sunlight.
Asset Optimization
2025 Cohort
Rover with Depth Camera Array system for pipeline defect detection.
Reservoir & Production Enhancement
2026 Spring Cohort
Viscoelastic surfactant for polymer-free EOR
Reservoir & Production Enhancement
2026 Spring Cohort
Reservoir surveillance tools to optimize well operations
Alternative Energy
2025 Awardee
Wireless downhole power transmission.
Alternative Energy
2025 Cohort
Precision AI for geothermal exploration.
Asset Optimization
2025 Cohort
AR / VR safety training for energy workforce.