benchmark · Jul 28, 2026State of AI Platform Data Rights
The quarter's defining signal
The market is moving toward clearer training controls, but the broadest clauses still live in vendor development, improvement, and data-sharing language.
Platform risk ratings, sample stack
| Band | Findings | Meaning |
|---|---|---|
| HIGH | 0 | Read before adopting or renewing. |
| MEDIUM | 105 | Usable with controls and clear owner. |
| LOW | 198 | Protective or lower-friction language. |
Four changes buyers should notice
Claude (Anthropic): data sharing
Changed from third_party_or_vendor_sharing to sale_or_sell.
Claude (Anthropic): data sharing
Changed from sale_or_sell to third_party_or_vendor_sharing.
Claude (Anthropic): model training
Changed from training_permitted to training_with_opt_out.
Claude (Anthropic): model training
Changed from training_with_opt_out to training_permitted.
Where the risk actually lives
MEDIUM
0 high, 24 medium, 63 low findings in this sample.
MEDIUM
0 high, 18 medium, 85 low findings in this sample.
MEDIUM
0 high, 17 medium, 6 low findings in this sample.
The useful report does not just say “risky.” It names the policy surface, shows the clause, explains the rating, and keeps the proof attached.
How AIRIN proves a report
Verbatim capture
Policy text is captured from source documents and stored with exact quotations.
Cryptographic hashing
Snapshots keep a SHA-256 trail so the evidence can be re-opened later.
Deterministic rubric
The same clause should produce the same risk rating every time.
Silence is caution
If a vendor does not clearly protect a right, the report says so plainly.
Dual-lens review
Creator, GRC, and counsel views are separated so one audience does not flatten another.
What the complete paid report includes
- 30-40 page visual PDF report
- Quarterly rating changes and why they moved
- All HIGH-rated platforms analyzed
- Five biggest policy changes with verbatim quotes
- Industry trend analysis
- Platform rankings by category
- Legal, procurement, and board-deck-ready excerpts
- Proof footer with citations and methodology
Quarterly Benchmark Report
Built for people who need a fast, serious answer with the evidence still attached.