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THE HORIZON

SECTION 20

ISSUE 001

PROJECTIONbusiness-model1-3yconfidence / low

Domain Data Cooperatives

Projection: Smaller organizations in one domain could pool difficult cases and evaluation results without surrendering ownership of their underlying records. Enterprise data moats make collective scale attractive but do not establish cooperative governance. Members must improve shared tests while audits confirm that contributions remain controlled and benefits are fairly allocated.

Why this idea is here

What the evidence establishes.

The cited captures document AI investment, enterprise agents, and workflow moats. They do not establish Domain Data Cooperatives as a deployed mechanism. The adoption test is whether smaller organizations pool evaluation data while retaining ownership and audited governance.

Source ledger

Read the sources.

  1. S01
    Venture capital investments in artificial intelligence through 2025

    intergovernmental report / dated 2026-02 / retrieved 2026-07-09

  2. S02
    Economy | The 2026 AI Index Report

    academic index / dated 2026-04 / retrieved 2026-07-10

  3. S03
    Big Ideas 2026: Part 1

    investor thesis / dated 2025-12 / retrieved 2026-07-09

  4. S04
    The next phase of enterprise AI

    company disclosure / published 2026-04-08 / retrieved 2026-07-09

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