From Waste to Premium Products
PRODUCT.AI
Accelerated Materials Innovation – Powered by AI
Core Features of Product.AI
Inverse Design – Less Testing, Faster Results
Product.AI turns traditional trial-and-error on its head. Instead of testing countless formulations to reach your goals, you define your target — and let the AI work backwards to uncover the best paths forward. Whether it's 30% recycled content, food-safe compliance, a 60% weight reduction, or a strict cost ceiling, Product.AI simulates thousands of combinations, ranks them by probability of success, and delivers only the most promising candidates for validation. The result: fewer experiments, faster results, and significantly lower development costs and time-to-market.
Multi-Source Intelligence
Whether you have just a handful of lab results, years of historical process data, or scattered information from literature and expert know-how, Product.AI can extract value from it. The system integrates structured and unstructured data from labs, sensors, documents, and people – building a unified, intelligent model. Instead of waiting for perfect datasets, you can start extracting insights immediately – accelerating development and unlocking value from what you already know.
Designed for Complexity. Built for Simplicity.
Product.AI manages thousands of parameters, constraints, and component interactions – yet remains easy to use. Through a no-code interface, lab teams can run simulations, explore formulation options, and make confident decisions without needing data science expertise.
The result: faster innovation, fewer iterations, and better outcomes – all with minimal training.
Full Control. Zero Risk
With Product.AI, your intellectual property stays exactly where it belongs – under your control. The solution runs securely within your infrastructure, with no cloud dependency, no vendor lock-in, and no risk of competitor insight. You benefit from cutting-edge AI without compromising confidentiality or compliance.
Product.AI Success Stories
Building materials
Challenge
A cement manufacturer needed to develop a high-performance material using toxic waste inputs – fast.
Approach
Product.AI simulated thousands of candidate recipes, identifying the top-performing formulations within weeks.
Results
- 100+ MPa strength achieved
- Market-ready product in 8 weeks
- Avoided costly lab cycles and regulatory delays
Sustainable Polymers
Meeting Impossible Requirements
Challenge
Develop food-safe packaging with 30% recycled content, 60% weight reduction, and full barrier performance.
Approach
Product.AI balanced 15 components and 200+ variables to meet 50 technical requirements. Smart DOE reduced lab effort by 85%.
Results
- 6 Weeks from Brief to Final Formulation
- 85% Fewer Lab Experiments
- All Requirements Met
Adhesives
Toxic-Free Without Trade-Offs
Challenge
Remove hazardous ingredients from an industrial adhesive formulation without compromising performance — under tight regulatory pressure.
Approach
Product.AI analyzed performance data alongside safety databases, screened thousands of alternatives, and identified non-obvious, compliant substitutes. Even a student intern was able to deliver expert-level results thanks to AI guidance.
Results
- 100% Hazardous Components Eliminated
- Full Performance Maintained
- 4 Weeks from Start to Solution
Your contact
Do you have a specific request or questions about the sustainable alignment of value creation processes in your company? Send me an enquiry and I will get back to you.
Dr. Christoph Völker, Head of Industrial AI