Generative modeling is a machine learning technique that generates new data samples based on a learned distribution. It can be used to generate novel product designs by training on a dataset of existing designs.
By using generative modeling techniques, product designers can quickly generate a large number of new designs that are similar to existing designs, but not identical. They can also use these techniques to explore variations of a design that might not have been considered before, or to create designs that are completely new and unique. In addition, by using advanced machine learning algorithms, such as VAEs and GANs, product designers can create designs that are not only new, but also highly optimized for specific properties such as strength, durability, and aesthetics. This can help to significantly reduce the time and effort required to design and test new products, while also increasing the chances of success of new products in the market.
Our aim is to make such technology easily available to small and medium sized OEM’s.
Artificial Intelligence Consulting Services
AI Strategy & Roadmap Development
Turn ideas into reality – Make AI work for you. We provide consulting services to create proof of concepts as well as advice on turnkey projects.
We work with clients to develop a comprehensive AI strategy that aligns with their business objectives and technology infrastructure. We also help create a roadmap for implementation, identifying key milestones and performance metrics.
Development & Optimization
Analysis of large datasets to uncover insights that can drive informed decision-making. We use the latest machine learning techniques to build predictive models that identify patterns and trends in data, providing guidance for business leaders.
Design and development of custom algorithms and features that enable AI systems to automate decision-making processes.
AI/ML tools optimization in terms of cost efficiency or better tooling keeping in line with technological advancements in the industry.
Implementation, Deployment & Automation
Our AI consultants have expertise in implementing AI projects at scale. We help clients integrate new AI technologies into existing systems and monitor performance to ensure optimal results.