Industries
Focused on practical results across manufacturing, process industry, energy, robotics, logistics and machine building.
📅 Book a 30-min discovery callPhD APC/MPC · CERN · IAV · SkySails
Manufacturing & CNC
Reduce cycle time and raise throughput on CNC machining, robotic milling and assembly lines. Contour error compensation, feed-rate optimization and deflection prediction cut scrap and raise surface quality.
Learn More →Energy, Buildings & Agriculture
Maximize renewable energy yield, dispatch battery storage for price arbitrage, cut building HVAC energy by 17%+, and minimize greenhouse heating cost — with time-varying prices and weather forecasts built into the controller.
Learn More →Robotics & Autonomous Systems
Control collaborative robots to ISO 15066 force limits, plan collision-free motions for manipulation and assembly, and operate legged or wheeled robots across unstructured terrain — constraint satisfaction guaranteed by design.
Learn More →Automotive & Transportation
From ECU calibration to autonomous driving — model-predictive control at every layer: engine management, energy optimisation for EVs/HEVs, and path planning for ADAS.
Learn More →Process Industry
Handle nonlinear batch and continuous processes — chemicals, pharma, cement, steel and food. When large disturbances, operation close to constraints, or model mismatch cause the control system to operate uneconomically during transients — and RTO setpoints lose validity — Economic MPC embeds the economic objective directly into the feedback loop.
Learn More →Machine Builders
Embed trajectory optimization and model-based control to increase precision, reduce component wear and lower energy draw — with embedded solvers meeting hard real-time budgets on standard PLCs or microcontrollers.
Logistics & Intralogistics
Optimize AGV routing and speed profiles in warehouses, reduce crane sway, synchronize multi-robot fleets and replan paths in real time under uncertainty. Constraint-aware MPC replaces conservative fixed-speed profiles.
Aerospace, UAV & Marine
Guidance and control for drones, UAV swarms, underwater vehicles and ships — from time-optimal trajectories to dynamic positioning and fault-tolerant attitude control under actuator saturation and model uncertainty.
Electric Drives & Power Electronics
Predictive torque and current control for VFDs, switched reluctance and permanent magnet motors. Reduce torque ripple, extend lifetime and meet grid fault ride-through requirements in turbomachinery, oil & gas and industrial drives.
Book a 30-min feasibility call
Explore industry-specific APC/MPC, soft sensors, and digital twin applications across manufacturing, energy, robotics, automotive, and process industries.
📅 Book a 30-min discovery call