Behind the Map: Building the CE-Ecosystem Mapping Tool for Hamburg, Novi Sad & Cahul

June 2026
CE-Ecosystem Mapping Tool
An openly accessible, AI-built map of the circular economy ecosystems in Hamburg, Novi Sad, and Cahul.
Open the Tool
Over the past months, Work Package 4 has been building something we are genuinely excited about: an interactive map of the circular economy ecosystems in three regions — Hamburg, Novi Sad, and Cahul. This post takes you behind the scenes — what the tool is, how we built it with AI, and how stakeholders in each region can help shape it.

Where the Tool Fits in the Project

The mapping tool is the heart of Work Package 4. It started with stakeholder identification and a stakeholder registry, kicked off in Hamburg in May 2025 (Task 4.1). Through the second half of 2025 we constructed the CE-Ecosystem Mapping Tool itself (Task 4.2), and in 2026 we brought it to stakeholders in a series of regional workshops (Task 4.3).

What We Want the Map to Be

Our goal is a visual representation of the circular economy ecosystem in Hamburg, Novi Sad, and Cahul — built on a shared vocabulary of common stakeholder types and a circular economy activity taxonomy. Above all, it should be a navigable entry point into a vast landscape, and a tool that is openly accessible to everyone.

Every actor on the map is grouped into one of five stakeholder types:

Academia & Research Industry & Innovation Government & Policy Civil Society Support Actors
Just as important is what the tool should not do: it should never replace your own knowledge of your region. The map is a starting point for conversation, not the source of truth.

How We Built the Map

The map is built from public data sources — open web pages, public registries and government bodies, industry associations and CE networks, university and research directories, and the innovation ecosystem of incubators, startup databases, and tech parks. That raw material flows through an AI pipeline that verifies, extracts, connects, and clusters the information before it reaches the interactive frontend.

Crucially, the entire pipeline runs on a locally hosted large language model — keeping the data processing in-house rather than sending it to an external service.

A Shared Circular Economy Taxonomy

To compare regions meaningfully, every activity is mapped to a shared circular economy taxonomy. It spans the product lifecycle — design & production, use & consumption, collection & logistics, recycling & processing, and resource recovery — alongside cross-cutting enablers such as industrial symbiosis, digital & technology, policy & governance, education & research, and finance & business models.

The taxonomy is grounded in established frameworks: the Ellen MacArthur Foundation's circular economy framework, the EU Circular Economy Action Plan (2020), and the ReSOLVE framework.

What the Tool Extracts

For each organization, the AI extracts a structured profile: the entity's name, a brief LLM-generated description based on its "About" information, an inferred ecosystem role, and its address. It then infers circular-economy-related information — the activities, capabilities, and needs of the organization, each mapped to the CE taxonomy — and finally the connections between entities, including mentioned partnerships and other entities worth exploring.

See It in the Regions

We created two short explainer videos that introduce the tool and the local circular economy ecosystem in two of our partner regions. Take a look:

Novi Sad, Serbia
Cahul, Moldova

What We Need From You

The map is only as good as the conversations it starts. If you are part of one of these ecosystems, here is how you can help:

A note on the data: all information was extracted from publicly available sources using AI and a locally hosted language model. While we strive for accuracy, this process can produce inaccuracies or misattributions, and the data has not been verified by the entities themselves.

Explore the Map

The CE-Ecosystem Mapping Tool is openly accessible. Dive in, find your region, and tell us what we got right — and what we missed.

Open the CE-Ecosystem Mapping Tool

Links:
CE-Ecosystem Mapping Tool
About Work Package 4
CE-Ecosystem Mapping Tool — workshop slides (PDF)
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