PAUL KUO · PROJECTS · 2024 –

CircleFlow

AI-driven data infrastructure for the circular economy, making the flow, value, and ownership of resources visible, traceable, and governable again.

CircleFlow: a schematic of material flows in the circular economy

The linear model of industrial civilisation is exhausting its material base.

CircleFlow is not only about matching waste with takers. It is about rebuilding a material order:

so that the flow, value, and ownership of resources become traceable, trustworthy, and governable again.

What this project does

The circular economy has been discussed for years. What keeps stalling it is not intention but data. Once an object leaves its user’s hands, where it went, what it became, and who is responsible is a broken line in most industries. Yet the rules of recent years, from the EU’s carbon border adjustment and product environmental declarations to California’s supply-chain disclosure, ask precisely for verifiable data along that line.

CircleFlow sets out to build that line itself: data infrastructure that lets material flows be recorded, reconciled, and reported. Three words describe its scope.

01

Visible

Where an object goes after it leaves its user is, today, mostly a broken line. Drawing the flow comes before anything else.

02

Traceable

The flow has to be reconstructible: from a household’s disposal decision to collection, remanufacturing, and reporting on the industry side, every segment must leave records that reconcile.

03

Governable

CBAM, LCA, EPD, and extended producer responsibility all ask for the same thing in the end: material-flow data that can be verified.

Starting at home: after decluttering

The first segment of a material flow is not in a factory but at home. The moment something is judged “no longer needed”, its flow begins. The series “After Decluttering | How Objects Move Again” covers exactly this segment: how objects come in, how they are placed in a space, how a family cares for them, and how they finally move again through institutions. It is the household-facing half of CircleFlow.

After Decluttering | How Objects Move Again

Series

After Decluttering | How Objects Move Again

  • Object Entry 13 articles
  • Spatial Systems 13 articles
  • Family Care 19 articles
  • Circulation Systems 12 articles

57 articles in four parts.

Enter the series →

Up to industry: rules and data

The other end of a material flow is institutions. These articles discuss what the same line demands on the industry side: data sovereignty, how life-cycle assessment turns into a compliance system, and where supply-chain disclosure pushes responsibility. They are the industry-facing half of CircleFlow.

Where things stand

The CircleFlow platform itself is still exploratory; there is no publicly available product. What is public today are the two layers above: the household-side series and the industry-side policy articles. This page will be updated as the project moves on. Until then, it is the shared entry point to both.

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