UNDER THE HOOD

The Intelligence Stack

6 data sources feed into 14 models that score, size, and rank every signal — producing one composite number you can act on.

SIGNAL PIPELINE
6 Sources
Ingest
→
AI Score
Sentiment
+
Technicals
RSI/MACD/SMA
→
Composite
0.6s + 0.4t
→
Kelly Size
Position %
→
Signal
BUY/HOLD/SELL
composite = sentiment_score × 0.6 + technical_score × 0.4
kelly = (b × p − q) / b // capped at 25%
signal = EV > 0.05 ? STRONG BUY : EV > 0.02 ? BUY : EV < -0.05 ? STRONG SELL : HOLD
📰Finnhub
FINANCIAL NEWS

Company news, press releases, and SEC filings. Scored per-article, aggregated per-ticker.

LATENCY
~15 min
COVERAGE
All US equities
💬Reddit
SOCIAL SENTIMENT

r/wallstreetbets, r/stocks, r/investing. Public JSON API, scored by post title + body text.

LATENCY
~15 min
COVERAGE
Popular tickers
🗞️NewsAPI
BROAD NEWS

11 premium sources: Reuters, Bloomberg, CNBC, WSJ, MarketWatch, SeekingAlpha, and more.

LATENCY
~15 min
COVERAGE
Global markets
🔥Google Trends
SEARCH INTEREST

RSS feed of trending topics, matched to watchlist tickers. Search volume spikes often precede price moves.

LATENCY
~10 min
COVERAGE
125+ countries
📈Alpha Vantage
TECHNICAL INDICATORS

RSI (14-day), MACD (12/26/9), SMA 20 & 50, EMA 12 & 26. Real calculations from daily price data.

LATENCY
Daily
COVERAGE
All US equities
📊Alpaca Markets
PRICE & TRADE DATA

Live quotes, historical candles, account positions, and order execution. Paper + live trading.

LATENCY
Real-time
COVERAGE
US equities

See the models in action

Free tier includes keyword scoring, 3 tickers, and the full Models Lab.

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