Evidence-linked disclosure intelligence
See what changed, why it matters, and whether it was already disclosed.
Pure News Intelligence compares consecutive 10-Ks, identifies material changes, and connects every classification to the original filing evidence.
First-time workflow
Turn one disclosure into a defensible research record.
- 1ChooseCompany, category, or theme
- 2PrioritizeReview the highest-attention change
- 3InspectRead the original evidence
- 4Check noveltyLook for earlier disclosure
- 5PreserveSave or export the record
Chosen for evidence diversity and clarity—not later market performance.
Curated research layer
Built for review, not volume theater
The primary interface loads only the frozen disclosure-change set. Large SEC and headline archives remain lazy-loaded in the experimental workspace.
Analyst review queue
Ranked disclosure changes
Prioritize by filing-time evidence. Novelty means “new within the frozen, searched corpus,” not new to the world.
Local presentation shortlist
Saved for discussion 0
Stored only in this browser. No account or backend.
Data and research boundaries
At filing time: prior and current 10-K language plus strictly earlier 8-Ks and news headlines.
System interpretation: deterministic category, materiality, novelty, direction, confidence, and evidence linkage.
Analyst interpretation: the user decides relevance, validates context, and reaches the final conclusion.
Observed later: ex-post outcomes are labeled separately and were never used to rank, classify, or select cases.
Frozen study: 150 companies; 150 pairs; 995 changes; 629 high-confidence; 394 previously disclosed; 342 corpus-bounded genuinely new; 243 partially anticipated; 16 unclear; eight case studies; zero point-in-time violations.