Data Health
What is strong enough, and what is missing?
Data health is product trust infrastructure. These gaps explain why the UI must say valuation unverified and source blocked instead of implying investment conclusions.
Patent blocked
1,992 / 2,000
Valuation missing
1,800 / 2,000
News missing
1,977 / 2,000
Sector review
247
Source-family matrix
The matrix is a trust status board, not a raw count dump.
| Source | Applicable universe | Present | Strict | Signal only | Blocked | Latest | Freshness | Primary blocker |
|---|---|---|---|---|---|---|---|---|
| News | 2,000 | 23 | 2 | 8 | 1,977 missing | 2026-06 | missing | Applicable source missing |
| Valuation | 2,000 | 200 | 0 | 200 | 1,800 missing | 2026-06 | missing | Historical valuation source |
| Patent | 2,000 | 306 | 12 | 41 | 1,992 | 2026-05 | blocked | Assignee mapping |
| Research | 2,000 | 792 | 21 | 55 | 1,208 missing | 2026-05 | missing | Coverage sparse |
| SEC | 2,000 | 1,117 | 1,117 | 0 | 988 missing | 2026-06 | strict | Keyword applicability |
| ClinicalTrials | 120 | 979 | 979 | 0 | 0 | 2026-06 | strict | Not applicable outside clinical sectors |