From Linear to Circular

Traditional supply chains are linear: extract materials, manufacture products, sell them, and manage disposal. The circular economy reimagines this as a closed loop: design for durability and disassembly, enable reuse and remanufacturing, recycle materials at end of life, and regenerate natural systems.

AI makes circular economy practices practical at scale by solving the information problem — tracking materials through complex, multi-stakeholder lifecycles.

AI Applications in Circular Supply Chains

Design for circularity: AI analyzes product designs against circularity criteria — material recyclability, ease of disassembly, component reuse potential, and lifecycle environmental impact. This analysis happens at the design stage, when changes are cheap and impactful.