The Top Mover Score (TMS) is the core of the system. Every event receives a score from 0 to 100 calculated by the 6-layer engine before it reaches you.
Not a generic sentiment score. It is the result of comparing the event against 2M+ historical situations, measuring propagation velocity across sources, analyzing market microstructure, verifying cross-asset correlation, and determining the closest historical pattern. Only events that clear relevance thresholds are delivered as alerts.
Every signal passes through 6 independent subsystems. The final score is a weighted combination of all 6. No single layer decides the outcome on its own.
SS1 kNN (35%): Historical event similarity matching. SS2 Velocity (15%): Cross-source propagation speed. SS3 Microstructure (20%): Order flow, spreads, and options activity. SS4 Cross-Asset (10%): Sector and ETF confirmation. SS5 Timing: Historical reaction window for this catalyst type. SS6 Patterns (15%): Match against 28 catalogued event archetypes.
The system aggregates data from 26 simultaneous sources. Each is weighted by its historical record of actionable signals.
Regulatory: SEC EDGAR, FDA, NYSE/NASDAQ Halts. News: Benzinga, GlobeNewswire, PRNewswire, Reuters, BioSpace. Financial: Finnhub, Alpha Vantage, FMP, Yahoo Finance. Market: Alpaca SIP (level-2), Unusual Whales, Quiver Quant. Social: Twitter/X, StockTwits, Seeking Alpha. Specialized: ClinicalTrials, OpenBB, Earnings Calendar.
Every headline is processed by ProsusAI FinBERT, a transformer model trained specifically on financial text.
FinBERT is not a generic model. It was fine-tuned on millions of financial news articles and earnings reports. Returns a sentiment score from 0 to 100 (50 = neutral). Scores ≥60 → BULLISH. Scores ≤40 → BEARISH. This score is combined with TMS to contextualize the signal without replacing it.
The system classifies every signal into more than 20 catalyst types so you can filter exactly what interests you.
Types include: FDA_APPROVAL, CLINICAL_TRIAL, EARNINGS_BEAT, EARNINGS_MISS, M&A, MERGER, ACQUISITION, FILING, COMPLIANCE, EQUITY_FINANCING, REGULATORY, FRAUD, SHORT_SQUEEZE, INVESTIGATIVE, AI_PARTNERSHIP, SUPPLY_CHAIN, GOVERNMENT_CONTRACT, ANALYST_UPGRADE, ANALYST_DOWNGRADE, OPTIONS, and more. Each catalyst has a historical price movement profile.
Access all signals from the browser. Live news feed, full signal detail view, and integrated Alpaca price chart.
The dashboard includes: live news feed with catalyst filtering, top movers view with TMS scores, per-signal detail page with 5-min price chart, sentiment indicators and SS1–SS6 breakdown. Auto-refreshes every 15 seconds with no page reload required.
Certain event types trigger fast-track mode: normal queues are bypassed and the signal is sent immediately, regardless of score.
Fast-track activates for: FDA approvals (all types), NYSE/NASDAQ trading halts, M&A deals and announced acquisitions, earnings releases outside regular hours, definitive SEC material filings (DEF14A, SC 13D). In fast-track mode the system prioritizes speed over complete analysis — you receive the alert while the engine finishes scoring.
Trading halted pending material news. Scoring in progress.
Every signal stores the price return at 1h, 4h, and 1 day from the event. This enables real-world effectiveness tracking.
Returns are updated automatically by comparing the detection price against subsequent prices. Available in the signal dashboard and exportable via API. With this history you can: calculate win rate by catalyst type, identify which TMS score ranges generate the most movement, and optimize your entry strategy based on real system data.
Access all signals directly from your trading system via REST API. Endpoints for recent signals, detail by ID, and historical data.
Available endpoints: GET /v1/signals/recent?limit=200&hours=48, GET /v1/signals/{id}, GET /v1/signals/top-movers?limit=20. JWT Bearer token authentication. JSON responses with all fields: ticker, headline, catalyst_type, top_mover_score, subsystem_scores, sentiment_score, ret_1h, ret_4h, ret_1d. Exclusive to Elite plan.
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