A fully autonomous quantitative trading system that ingests real-time data from 10 domains, processes 170+ signals through 41 specialized engines, validates trades through adversarial AI debate, and evolves its own parameters — all without human intervention.
Every trade passes through a rigorous cognitive pipeline — from raw data ingestion to ARCHIMEDES-optimized execution.
Real-time data from Alpaca, Tradier, Sharadar, Quiver, FRED, Dune, Nixtla TimeGPT, and more. 10 independent data domains feed the Redis SSOT.
41 engines across 5 tiers — Hunters, Aether, Managers, Shields, Reasoning — evaluate every asset through microstructure, fundamentals, sentiment, and AI forecasting.
The Alpha Engine fuses signals from 12 families into a conviction score (0–100) via sigmoid normalization. 3-family convergence mandate prevents hollow alpha.
High-conviction trades face the Synthesis Gate — an adversarial AI debate council (Bull vs. Bear). Can VETO, BOOST, or CLEAR. VPIN Flash Breaker halts execution instantly.
ARCHIMEDES applies NCO + Entropy Pooling with walk-forward validation. Project CROSSING enables zero-cost internal dark pool transfers. Sub-100ms order execution via Alpaca.
From alpha-seeking hunters to defensive shields — every market dimension is covered.
Not just another trading bot. A cognitive system with adversarial validation, self-evolution, and industrial-grade resilience.
VPIN toxicity arbitrage with dynamic p95 thresholds, TimeGPT AI forecasting foundation model, and autonomous LLM-driven hypothesis discovery via zero-code JSON architecture.
Black-Litterman + Nested Clustered Optimization with Entropy Pooling for conviction integration. Walk-forward cross-validation prevents overfitting. Kelly CVaR constraints.
Every high-conviction trade is reviewed by Bull and Bear advocates. The council issues VETO (blocking), BOOST (1.25×), or CLEAR — ensuring no dangerous trade passes unchallenged.
Weekly genetic optimization of execution parameters and alpha signal weights within bounded ±30% deltas. Nightly Factor Lab, MetaLabeler calibration, and Reflexion self-analysis.
Every equity trade requires convergence from 3+ independent signal families. Crypto requires 2-family. Mathematically prevents hollow alpha — no single-domain trades.
Internal dark pool for zero-cost position transfers between strategies. When seller and buyer theses align, positions transfer without market impact. JIT-RFQ matching engine.
HDBSCAN news clustering with Source Entropy gating and Hawkes temporal decay. Detects narrative momentum inflection points before price action confirms regime shifts.
Universal Compliance Engine with 38 automated scanners: syntax verification, signal pipeline connectivity, Redis key discipline, SSOT bypass detection, and deployment integrity.
Multiple defensive layers ensure no catastrophic trade ever reaches the market.
Hard veto on any crypto asset with 24h price drop exceeding 20%. Weight: -999.
3 consecutive VPIN bars exceeding 0.8 imbalance triggers instant -999 halt.
AST whitelist walker blocks all unsafe operations. Default-deny: only numexpr VM permitted.
Unrealized loss >5% + conviction <0.8 → alpha forced to 0.0 → immediate exit.
Kelly criterion caps at 10% per asset with regime-conditional scaling.
3-family convergence mandate. Failing assets capped at HOLD (score 50).
N_eff below threshold → revert to empirical prior instead of equal-weight.
Unified position lifecycle debounce prevents re-entry churn after exits.
126-day percentile bands with hysteresis prevent regime whipsaw transitions.
Signal emission rate-limited to one per symbol/direction per 15 seconds.
Imbalance velocity surge triggers defensive sizing for affected symbols.
38 automated scanners. BLOCK-mode prevents deployment on any violation.
Conviction-weighted, volatility-adjusted position sizing with regime-conditional scaling — calibrated nightly by the Darwin evolution engine.
ALTAIR is currently operating in private production. For inquiries about licensing, investment, or technical partnership, reach out below.
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