Circular Potentials Discovery for Cities, Regions, Processors, and Investors
Resilient and growing companies, cities, and regions
AI and data-driven analysis of alternative feedstocks available across regions and supply chains to develop action-ready potential for circular business.
Predicting and matching available feedstocks with demand for new bio-based products uncovers actionable investment and optimisation opportunities, offering both economic and environmental benefits.
Predicting and matching available feedstocks with demand for new bio-based products uncovers actionable investment and optimisation opportunities, offering both economic and environmental benefits.
Invest in action-ready circular opportunities
Investors and project developers seeking ideal locations, feedstock sources, and innovative business models rely on the VCG.AI® for data-driven insights.
Our experts also provide support for successful implementation, including partnership matchmaking, sourcing, techno-economic validation, and site selection.
Our experts also provide support for successful implementation, including partnership matchmaking, sourcing, techno-economic validation, and site selection.
FOR INVESTORS INTERESTED IN CIRCULAR OPPORTUNITIES
Identify regional opportunities, feedstocks, locations, suppliers, and partners to launch or scale new investments.
FOR COMPANIES WITH DECENTRALISED SUPPLY NETWORK
Analyse your supply network and your locations for tailored circularity optimisations.
FOR MUNICIPALITIES AND REGIONAL DEVELOPERS
A comprehensive data-driven regional analysis reveals key industries, locations, and stakeholders essential for accelerating the circular economy in practice.

How does it work?
SPECIALISED AI AND EXPERT SUPPORT
VCG.AI® provides a comprehensive overview of companies and material streams within a selected geographic area—without requiring custom data inputs.
It matches locally available by-products with material demand and technological capabilities, identifying viable opportunities based on proven business models.
VCG.AI® highlights key success factors, including conversion technologies, suppliers, impact assessments, opportunities, end markets, and potential partners.
Each prioritised solution is further validated by experts, who can also support the next steps in implementation.
It matches locally available by-products with material demand and technological capabilities, identifying viable opportunities based on proven business models.
VCG.AI® highlights key success factors, including conversion technologies, suppliers, impact assessments, opportunities, end markets, and potential partners.
Each prioritised solution is further validated by experts, who can also support the next steps in implementation.
Clients and Partners



















AI-Powered Data-driven Opportunities Identification
Let us turn your challenge into an opportunity in record time.
DISCOVER ACTION-READY CIRCULAR OPPORTUNITIES
VCG.AI® matches regionally available feedstocks with technologies and high-demand markets, identifying missing links and new opportunities.
TAKE PART IN THE CIRCULAR TRANSITION
Stay ahead in the circular material revolution to provide the products of the future with AI-powered opportunity discovery and validation.
DEVELOP A DATA-DRIVEN STRATEGY & OPTIMISATION PLAN
Identify the best locations, suppliers, feedstocks, and industries to optimise first for maximum economic and environmental impact.
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.
Download the Whitepaper
Regional Developers as the Leaders of the Circular Transformation
How data driven regional development can accelerate the circular industry transformation with measurable outcomes?
Whitepaper with practical examples of best practices and a regional case study.
Whitepaper with practical examples of best practices and a regional case study.

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.