01
20+ source channels.
Zero blind spots.
GDELT, Google News RSS, Yahoo Finance RSS, SEC EDGAR, Reddit, crypto RSS feeds, wire services, FDA safety and recall feeds, CNBC, Bloomberg, Seeking Alpha, MarketWatch, Fed releases, and more. Each source runs on independent polling cycles with adaptive throttling.
02
Automatic event classification.
10 categories, no manual tagging.
Leadership changes, regulatory actions, litigation, M&A, earnings, cybersecurity, macro events, and more. Keyword-pattern matching classifies every signal in milliseconds.
03
Three-layer confidence scoring.
Every score is decomposable.
Event-type baselines, source corroboration bonuses, and trusted domain modifiers. No black boxes. Each confidence value can be traced back to its component factors.
04
Sub-five-minute refresh cycle.
New signals in minutes, not hours.
Configurable polling intervals across all sources. The pipeline runs continuously, with each stage independently monitored and retryable.
05
API-first delivery.
REST, webhooks, dashboard, CSV.
Full CRUD endpoints for signals, entities, and watchlists. HMAC-signed webhooks push signals to Slack, Teams, or any downstream system. Daily digests, CSV exports, and a real-time dashboard.
06
Outcome tracking built in.
Measure accuracy. Close the loop.
Every prediction is tracked against real market outcomes. See which event types predict correctly. Transparent feedback loops improve signal quality continuously.
Architecture
Built on proven, open infrastructure.
Every component is open-source and swappable. No proprietary APIs, no lock-in.
Start your pilot.
Set up in under an hour. No credit card required. Cancel anytime.
No vendor lock-in. Open-source and self-hostable.