Geminus builds a physics-informed AI platform that gives real-time intelligence and autonomous control to large industrial systems in energy, manufacturing, and utilities. Dr. Karthik Duraisamy founded the Cambridge, Massachusetts company in 2018 alongside CEO Greg Fallon and Chief AI Scientist Dr. Alex Gorodetsky, combining academic computational-physics research with industrial software experience.
Unlike purely data-driven models that only learn from historical patterns, Geminus fuses measurement data with physics-based simulation, so its digital twins can model equipment behavior accurately even in operating conditions the historical data never covered. The company reports building models in hours that traditional physics simulation would take months to construct, then using those models to continuously optimize operations against real-world uncertainty.
Geminus is built for engineering and operations teams running high-consequence industrial assets, where an hour of downtime or a miscalibrated process can cost millions of dollars. Customers report outcomes like a 25% reduction in methane flaring and $100 million in value delivered in a client's first year; pricing is not published and is negotiated per deployment, with the company having raised $20.9 million including a $15 million Series A.
