A continuously updated structured signal corpus

A continuously updated structured signal corpus: roughly 1.96M news events analysed per week into a rolling annual corpus of about 100M events, described as 3 billion+ structured signal points, with entity, market, territory and exposure tagging on each item and a timestamped median 6.4-hour lead over mainstream press coverage. Around it sit derived risk and prediction surfaces — a live risk atlas by risk type (kidnap and ransom and others), forecast-versus-outcome prediction tracks, prediction-market and Polymarket edge analytics, and insurance-risk scoring. Generated as byproduct of machine ingestion of global news feeds.

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Coverage

Universe, instruments and categories.

Industry: Research & Consulting Services
Instruments: equitiescommoditiesderivatives
Categories

Dataset card

Type: not stated
Format: Tabular / structured JSON at scale — per-event structured records with entity, territory, exposure and timing fields, exposed through a documented API endpoint and enterprise tier; text layer of article summaries and newsletters; atlas and prediction layers delivered as live dashboards
Volume: ~1.96M news events analysed each week; ~100M rolling annual event corpus; 3 billion+ structured signal points in the engine; plus a live risk atlas across multiple risk categories and accumulated prediction/forecast records
Users: Est. hundreds to low thousands of paying seats (inferred from a subscription and enterprise/API commercial model with newsletters, an enterprise tier and an API product — no subscriber count is published)
History: 1 years
Update frequency: not stated
Growth: Active — running live products with 2026 copyright, continuously refreshed atlas and prediction surfaces, and an expanding product set (API, enterprise tier, newsletters, prediction-market analytics)
Launched: ~2024-2026 (current product set spans API, enterprise and prediction surfaces with 2026 copyright; request exact founding date in outreach)
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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