Applied AI, Digital Twins & Agentic Systems

AI Simulation, Digital Twins & Surrogate Models

Fast AI models for simulation, prediction, control, and optimization.

About this service

We build digital twins, surrogate models, simulation accelerators, virtual sensors, and AI-based prediction tools that help organizations understand complex systems faster and test decisions safely.

Best for

Energy companies and engineering teams
Industrial operators
Asset managers and researchers
Companies that use simulations, physical models, or sensors
Organizations with complex technical systems

Digital Twins

Create virtual models of batteries, grids, renewables, buildings, industrial systems, equipment, and energy assets.

Surrogate Modeling

Build fast AI models that approximate slow engineering simulations or complex physical models.

Simulation Acceleration

Run many scenarios faster than traditional simulation methods, making planning and optimization easier.

Virtual Sensors

Estimate values that are difficult, expensive, slow, or impossible to measure directly.

Physics-Informed AI

Combine machine learning with engineering knowledge, physical rules, system limits, and real data.

Reinforcement Learning & Control Testing

Train and test AI control strategies safely in simulation before using them in real operations.

Example solutions

Energy digital twin platform
Simulation acceleration model
Virtual sensor system
Physics-informed AI model
Scenario simulation dashboard

Business value

Test decisions safely before deployment
Reduce simulation time and engineering effort
Improve monitoring and prediction
Create advanced tools for complex systems

Build a Digital Twin

Tell us about your system and simulation needs, and we will design the right AI model or digital twin approach.

Get in touch All solutions