Integrations

Connect the Zoris Engine to your existing platforms.

Trading Integrations

The Zoris Engine is built to be modular and connect with institutional platforms:

Next.js Dashboard: Native React UI for real-time monitoring, portfolio tracking, and trade execution
RESTful API: Standardized JSON endpoints for institutional trading bots and B2B consumers
Secure Scraper Pipeline: Automated telemetry from cloud scraping nodes to the compute core
PDF Portfolio Sync: Upload JSE Account Statement PDFs to parse and sync portfolio positions directly

The Zoris Engine bridges market data and national intelligence via specialized pipelines:

JSE Price Data: End-of-day closing prices, bid/ask spreads, volumes, and 52-week ranges extracted from official JSE market reports
Trade Breadth: Advance/decline counts, total volume, and market breadth metrics from the JSE trade summary
Fundamentals: Corporate financial metrics scraped from JSE listed-company pages
Corporate Actions: Dividends, stock splits, and reverse splits from the JSE corporate actions page
Monthly Statistics: Official JSE monthly analysis PDFs with advance/decline ratios and sector flows

Jamaica Gleaner: Financial news scraping for local market coverage
Jamaica Observer: Business and market news aggregation
JSE Official Publications: Weekly bulletins and monthly analysis PDFs with Brotli-compressed CDN handling
News Brain (v2.4.0): 6-feature news intelligence system
- Sentiment analysis from 544+ articles
- Director trading activity detection (buy/sell flags)
- Corporate event flagging (dividends, rights issues)
- Velocity spike detection for unusual coverage
- Sentiment modifier (-0.3 to +0.3) for signal adjustment

Kronos Foundation Model: Time-series prediction model loaded from HuggingFace, generating probability-of-up estimates as a feature for the XGBoost risk model
XGBoost Risk Model: 14-feature gradient-boosted model with walk-forward validation, warm-start retraining every 5 days

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