An open-source AI platform that empowers communities to design and manage local circular economies. The AI helps to identify waste streams and match them with local resource needs, fostering closed-loop production systems and reducing reliance on external resource inputs. This uses the AI prediction to enhance natural processes rather than to mitigate against damages of unchecked growth.