Experience the future of engineering design
ToffeeX is a cloud-based, physics-driven generative design software that employs physics simulations to guide the engineering process, creating optimized designs that meet the user’s objectives.

Accelerate time-to-market
Traditional design approaches involve several manual iterations, extensive simulations and testing, adding to costs and delaying the time-to-market.
ToffeeX helps to streamline the design process, reducing the time required to develop new, efficient components to a matter of hours.

Optimize performance
Designing components and systems with optimal fluid and thermal performance is a challenging task for engineers.
Our software’s capabilities in generating novel and optimal designs while satisfying manufacturing constraints let engineers design like never before.

Design without limits
ToffeeX breaks down the barriers to design exploration, empowering engineers to quickly and easily generate a wide range of alternatives.
Whether you’re looking for new design concepts or exploring trade-offs by evaluating performance, cost, and manufacturability, our software will help you find the optimal solution.

Physics-driven Design
ToffeeX combines physics simulation with advanced topology optimization to autonomously design the best solution matching the users’ goals. You don’t need to be an expert in fluid dynamics and heat transfer to get the most out of ToffeeX. We streamlined the process to enable every engineer to step into unexplored spaces and design the future.
Multi-objective Optimization
Whether you are looking to reduce pressure losses, maximize thermal performance, with ToffeeX, you don’t have to choose.
ToffeeX brings multi-objective topology optimization into your hands, letting you design for different performance parameters at the same time, to meet all your requirements.

Generative Design
Discover how generative design redefines engineering with AI-driven algorithms and advanced physics simulations. At ToffeeX, generative design empowers engineers to rapidly explore and refine design variations tailored to their goals, from thermal management to fluid flow optimization.

Manufacturable Design Exploration
We know every industrial process is different and every design require its own manufacturing technology. ToffeeX lets you optimize for your preferred process, taking into account the characteristics and limitations of each method, be it stamping, forging, milling or 3D printing. There’s no need to change the way you manufacture, just change the way you design.
Compatible with your workflow
ToffeeX seamlessly integrates with your preferred design workflows. Engineers can import and export data from and to your preferred CAD, FEA, CFD or post-processing tools. As easy as pressing a single button.
Design for Manufacture
ToffeeX allows you to design with manufacturing in mind. Optimize your component for your preferred manufacturing method.
Additive manufacturing
Create the highest performing designs which can be 3D printed. Ensure manufacturability for any additive manufacturing process

Machining
Create optimized designs that can easily be manufactured using your milling or CNC processes, controlling your manufacturing parameters.

Stamping
Whether it’s your cold plate, fuel cell or heat exchanger, design low cost, high performance components that are very quick to manufacture at scale.

Chemical etching
Create complex and highly performing ‘2D patterns’ at low cost, from almost any metal. Optimized for your cooling components’ needs.

Manufacturability
Those of us in machine learning are really good at doing well on a test set, but of-concept-to-production gap .
Additive manufacturing
Create the highest performing designs which can be 3D printed. Ensure manufacturability for any additive manufacturing process.
Machining
Create optimized designs that can easily be manufactured using your milling or CNC processes, controlling your manufacturing parameters.
Stamping
Whether it’s your cold plate, fuel cell or heat exchanger, design low cost, high performance components that are very quick to manufacture at scale.
Chemical etching
Create complex and highly performing ‘2D patterns’ at low cost, from almost any metal. Optimized for your cooling components’ needs.
Design for Manufacture
ToffeeX allows you to design with manufacturing in mind. Optimize your component for your preferred manufacturing method.
Additive manufacturing
Create the highest performing designs which can be 3D printed. Ensure manufacturability for any additive manufacturing process

Machining
Create optimized designs that can easily be manufactured using your milling or CNC processes, controlling your manufacturing parameters.

Stamping
Whether it’s your cold plate, fuel cell or heat exchanger, design low cost, high performance components that are very quick to manufacture at scale.

Chemical etching
Create complex and highly performing ‘2D patterns’ at low cost, from almost any metal. Optimized for your cooling components’ needs.

Additive Manufacturing
Those of us in machine learning are really good at doing well on a test set, but unfortunately deploying a system than doing well on a test set. has a proof-of-concept.

2.5-axis Milling
Those of us in machine learning are really good at doing well on a test set, but unfortunately deploying a system than doing well on a test set. has a proof-of-concept.

Stamping
Those of us in machine learning are really good at doing well on a test set, but unfortunately deploying a system than doing well on a test set. has a proof-of-concept.

Structure Machine
Those of us in machine learning are really good at doing well on a test set, but unfortunately deploying a system than doing well on a test set. has a proof-of-concept.
