THE HORIZON
SECTION 20
ISSUE 001
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.
- S01Venture capital investments in artificial intelligence through 2025
intergovernmental report / dated 2026-02 / retrieved 2026-07-09
- S02Economy | The 2026 AI Index Report
academic index / dated 2026-04 / retrieved 2026-07-10
- S03Big Ideas 2026: Part 1
investor thesis / dated 2025-12 / retrieved 2026-07-09
- S04The next phase of enterprise AI
company disclosure / published 2026-04-08 / retrieved 2026-07-09