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Intelligence Operations

Can you trust the pipeline right now — collection, enrichment, source health.

Checking system health…

Intelligence LayerProprietary

Entity knowledge graph · Source reliability · Signal corroboration · Coverage analytics

#Source24h7dAvg ScoreCredibilityCorroborationHigh SignalFirst Reports

Credibility scores self-update based on corroboration patterns. Data from last 30 days.

Source Reliability

Composite score (0-100) blending corroboration rate, stories broken first, lead time vs tier-1, and coordination flags. 30-day rolling window.

Source:·Tier:
Score: 30 × corroboration + 30 × first-rate + 25 × lead-time + 15 × non-state-media − 20 × coord flags
First: signals later confirmed by tier-1 — i.e. stories this source broke first
Corrob: % of signals confirmed by any other source
Lead: avg minutes earlier than tier-1 — click any row for full time-to-confirmation profile

Coordination Activity

Auto-detected clusters of near-duplicate signals. Distinguishes inauthentic bot waves from organic multi-source news cycles using similarity, source-type diversity, and timing.

Classification:·Window:

Time-to-Confirmation

Per-source profile: when this channel reports something, how often does tier-1 confirm it, and how long does it take? “When Rybar reports something, tier-1 confirms within 4h 12m, 82% of the time.”

Select a source on the left to see its time-to-confirmation profile.