AI-powered signals and market microstructure analytics for retail traders and proprietary trading firms. Built on walk-forward-validated ML, real-time data pipelines, and production-tested infrastructure.
Tick-level market data flows through a low-latency ZeroMQ pipeline. Order flow, bid/ask pressure, and microstructure features are computed on every bar close.
Walk-forward-validated ONNX models score every setup in real time. 63 engineered features feed per-configuration specialist models, gated by confidence thresholds.
Signals reach your trading platform directly — NinjaTrader 8 native integration, REST API, or WebSocket feed. Full telemetry on every fill for continuous model improvement.
Purged cross-validation with minimum 100 out-of-sample trades per model. No lookahead, no curve-fitting.
Python backtester mirrors live execution tick-by-tick. Zero drift between research and production.
ML models filter setups — they never generate trades blindly. Risk rules enforced at strategy layer.
Indices, crypto, commodities. Per-configuration models tuned to each instrument's microstructure.
Every signal, fill, and markout logged. Confidence distributions tracked for drift detection.
Currently powering a $8K/month deployment across 22 configurations for AWM Trading (Dubai).
All plans include the core ML signal engine. Cancel anytime.
For individual traders getting started with ML-assisted signals.
For serious traders running multiple setups across instruments.
For prop firms and professional traders requiring full infrastructure access.
QuantumEdge AI develops institutional-grade ML infrastructure for retail and prop-firm traders. We obsess over platform parity, walk-forward validation, and production discipline — the things most "AI trading" vendors skip.
Bootstrapped, revenue-positive, currently powering trading operations across Dubai, Denmark, and Slovenia through our enterprise partnership with AWM Trading.
Drop us a line — we respond within 24 hours.