Accelerate Your Product Innovation with AI
Smart technology, materials, and sourcing decisions
What product or material do you want to innovate with?
Leverage VCG.AI’s® global circular intelligence for smart and rapid product innovation.
Leverage VCG.AI’s® global circular intelligence for smart and rapid product innovation.
Development of novel products from alternative feedstock
Your AI partner for discovering and validating new products, technologies, and alternative feedstocks to create new circular products.
VCG.AI® helps your teams streamline and systematise development efforts, cutting R&D cycles from years to months.
VCG.AI® helps your teams streamline and systematise development efforts, cutting R&D cycles from years to months.
Develop new circular products
Let us turn your challenge into an opportunity in record time.
STREAMLINE THE PRODUCT INNOVATION WITH AI
Centralised intelligence aiding your technology and bio-based material discovery and innovation in a fraction of the time currently needed.
COMPARE ALTERNATIVE FEEDSTOCK OPTIONS
Select the material you want to replace or improve and discover the alternatives, together with the technologies, suppliers, and markets for it.
GET TAILORED RESEARCH FROM MILLIONS OF EXPERT SOURCES
AI provides the analysis from millions of data points together with sources for your further exploration.

How does it work?
STREAMLINE YOUR PRODUCT DEVELOPMENT WITH AI & DATA
To begin, simply tell us: What product or material do you want to innovate with?
VCG.AI®’s proprietary AI, trained on millions of the latest global material, technological, scientific, and market advancements, assesses which alternative or circular materials, technologies, and processes can be used in your development.
It then identifies the optimal feedstocks, conversion technologies, and end market applications to ensure end-to-end feasible implementation.
VCG.AI®’s proprietary AI, trained on millions of the latest global material, technological, scientific, and market advancements, assesses which alternative or circular materials, technologies, and processes can be used in your development.
It then identifies the optimal feedstocks, conversion technologies, and end market applications to ensure end-to-end feasible implementation.
Every option can be explored further, with VCG.AI® providing sources and detailed insights.
Our network of experts and partners can also support you in the implementation and sourcing process, helping you bring innovation to market with record speed and cost efficiency.
Our network of experts and partners can also support you in the implementation and sourcing process, helping you bring innovation to market with record speed and cost efficiency.
FOR COMPANIES WITH A DIVERSE PRODUCT PORTFOLIO
Explore feedstocks, technologies, suppliers, and markets for all your products based on your criteria.
FOR INNOVATION TEAMS
Let AI handle the research for you, allowing you to focus on successful implementation that delivers results.
FOR R&D INSTITUTIONS
Streamline your research work with specialised AI, cutting the research times from months to days.
How can we help you?
GET UNLIMITED ACCESS TO THE VCG.AI® FOR YOUR TEAMS, OR ENGAGE OUR EXPERTS TO DELIVER A TAILORED PROJECT SOLUTION AT ANY PROJECT STAGE
1. SOLUTION DISCOVERY
Discover the longlist of possible circular solutions for your challenges, together with prioritisation based on your specific criteria. Let the AI break through the complexity, analyse thousands of data-points, evaluate, and prioritise possible innovations and solutions.
2. CONCEPT DESIGN
The selected solution is further developed into the full business model. Discover the suitable suppliers, technologies, materials, partners, end markets, and regulations together with their economic and environmental implications.
3. VALIDATION
Let us and our verified partners take care of validating the technological, economic, and environmental feasibility of the selected business model early in the development process, to reduce the risks and plan the smooth implementation process in advance.
4. IMPLEMENTATION
Our advanced feedstock availability models and a verified supply network secure the right feedstocks, funding sources, and key partners to successfully bring your innovation to market.
Clients and Partners



















Are you looking for bio-based feedstocks for your project?
Let us source them for you, with 4.5 million tonnes of qualified annual bio-based feedstock supply available in our portfolio today.
VCG.AI® uses data from millions of companies, AI predictive models, and our portfolio of qualified bio-based feedstock suppliers across Europe, ensuring the right feedstock for your specific needs.

Case Studies
Discover how organisations use the VCG.AI® to achieve their goals.
Action-ready Circular Opportunities Identified in Upper Austria
Business Upper Austria wants to identify the main opportunities and investments that will accelerate the
Leading regional companies towards circularity: WFG Heilbronn, Germany
How to efficiently support and lead regional companies towards the circular economy and carbon neutrality,
Developing Value Chains for Biorefineries in 6 EU Regions
Leading organisations from 6 European regions are working with the Value Chain Generator® to develop
Book a Demo Call
Book a short, non-binding call with our experts to discuss your challenges and interests, and we will show you how VCG.AI’s® technology can instantly accelerate your circular developments.
Do you work with non-bio-based materials?
Please reach out to us, and we will confirm if our AI already covers solutions for your industry. We continuously expand the scope of our AI to provide the same functionalities across numerous material types.