Control Design and Implementation
We deliver control system solutions tailored to your product. From concept to deployment, our service covers control design, and real-time implementation across a variety of platforms.
Whether you’re launching a new system or upgrading legacy infrastructure, we bring a systems-engineering mindset and deep technical expertise to ensure your controller performs reliably under real-world conditions.
Ideal for:
- Custom actuators, motors, or sensor interfaces
- Industrial automation and robotics
- Embedded control in mechatronic systems
Modelling and Digital Twins
We build accurate and scalable dynamic models of your product. Our models enable design optimization, predictive diagnostics, and performance simulation.
Using a mix of first-principles modeling, data-driven system identification, and real-time synchronization, we create digital twins that evolve alongside your assets, unlocking new levels of control, optimization, and maintenance planning.
Ideal for:
- System simulation and virtual commissioning
- Predictive maintenance and diagnostics
- Control validation and software-in-the-loop testing
AI-Driven Control Design and Tuning
We apply cutting-edge machine learning algorithms to model complex system behavior from data, optimize controller performance, and enable real-time adaptive tuning.
Whether you need to accelerate PID tuning, build data-driven models of your system, or deploy reinforcement learning-based controllers for non-linear plants, our solutions are tailored for rapid integration and scalable performance.
Ideal for:
- Applications requiring frequent re-tuning or adaptation
- Nonlinear and time-varying systems
- Systems with limited analytical models
Loop Forge Dynamics 