Technology

Institutional-grade infrastructure

From market data ingestion to model governance — built for transparency, auditability, and scale.

Multi-Provider Market Data

Production ingestion from Finnhub, Polygon, IEX, Tiingo, Alpaca, Nasdaq, SEC, FRED, and Yahoo with intelligent routing, fallback chains, and health monitoring.

  • —Deterministic provider routing with configurable primary and fallback chains
  • —Scheduled snapshot ingestion with immutable archival
  • —Reference data normalization across exchanges and asset classes

Intelligence Pipeline

A transparent, auditable pipeline from raw market data to recommendations — every stage produces structured, queryable artifacts.

  • —Normalization → Feature Engineering → Evidence → Similarity → Memory
  • —Reasoning chains with confidence and risk attribution
  • —Portfolio impact analysis and position sizing guidance

Scientific Method Platform

Institutional model governance with backtesting laboratories, prediction validation, and research queues. Every model is a hypothesis; every feature must prove value.

  • —Backtesting Laboratory with Sharpe, Sortino, Alpha, and drawdown metrics
  • —Feature and prediction validation with statistical significance
  • —Model registry with approval workflows and deployment governance

Infrastructure

Built on production-grade cloud infrastructure with enterprise authentication, encrypted storage, and row-level security.

  • —Clerk authentication with JWT bridge to Supabase RLS
  • —PostgreSQL with immutable audit logging
  • —Vercel edge deployment with serverless API routes

Wolfrayet provides investment intelligence, market research, analytics, and decision-support tools. Nothing on this platform constitutes investment advice, financial advice, tax advice, legal advice, or a recommendation to buy or sell securities. All investments involve risk, including possible loss of principal. Past performance does not guarantee future results. Users remain solely responsible for all investment decisions.