Geminus

Geminus develops a physics-native AI platform for high-consequence physical systems, linking artificial intelligence to industrial operations by integrating data, physics and computation into a single system intended to understand and optimize complex operations in real time under uncertainty. Rather than extrapolating patterns from historical data alone, the platform models the underlying physics of an asset and fuses multiple sources of truth — simulators, historical data, real-time sensor feeds and operational context — to produce real-time recommendations accompanied by uncertainty qualification, addressing operators' reluctance to act on predictions shipped without a confidence measure.

The company positions the technology around three attributes: speed of decision-making matched to mission-critical systems, robustness of predictions under real-world uncertainty, and scalability across thousands of networked assets ranging from refineries to electric grids, satellites and defense systems. An earlier description of the approach characterizes it as combining synthetic and measured data to build explainable machine learning models where large volumes of high-quality real-world data are unavailable or hard to acquire, creating accurate models in hours rather than months and executing roughly 1,000 times faster than conventional simulation. A third-party private-market profile describes the offering as a generative engineering platform for AI-driven digital twins of complex industrial systems, and categorizes it under ML platforms, smart manufacturing and energy management.

Business model

B2B enterprise software sold to industrial operators, characterized externally as subscription SaaS together with services and consulting, positioned at the infrastructure layer of the AI stack.

Software platform revenue from industrial customers, with an external profile characterizing the customer relationship as subscription SaaS plus services and consulting.

Traction

The company reports customer results including a 25% reduction in methane flaring alongside a 5% production increase for a leading U.S. gas producer, $100 million of value delivered in year one through production increases and operating cost reductions, and a major refiner moving from pilot to production in days. A private-market data profile lists roughly 40-42 employees, with headcount growing from 33 to 40 quarter over quarter as of mid-2026.

Latest developments

Geminus promotes partnerships with industrial companies including SLB to deploy its platform across complex infrastructure, and markets solutions spanning energy, nuclear power, renewable energy, data centers, electricity distribution, utilities, space and defense.