AI Powered Decision Intelligence

Technology

AI infrastructure for quantitative trading.

01
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AI Agent Factor Mining

Fully automated AI agents extract insights from massive datasets. LLM-powered analysis generates interpretable alpha factors and portfolio allocations with explainable AI reasoning. Human-out-of-the-loop efficiency with transparent decisions.

02

Multimodal Data Engine

Unified processing of market microstructure, alternative data, news sentiment, satellite imagery, and social signals. Real-time fusion of structured and unstructured data streams into actionable intelligence.

03

High Performance Computing

Distributed GPU cluster with PB-scale storage for high-frequency tick data. Sub-millisecond latency processing L2/L3 tick-by-tick order flow. Backtesting 10+ years of order book data in minutes.

04

Large Investment Model

Foundation models trained on decades of global market data. Generate interpretable portfolio allocations with explainable AI reasoning. Transparent investment decisions that portfolio managers can understand and trust.

05

Large Scale Optimization

Portfolio optimization across millions of instruments with complex constraints. Real-time risk management with convex and non-convex solvers. Dynamic rebalancing with transaction cost optimization and market impact modeling.

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Programmable Network Infrastructure

Programmable network infrastructure enabling ultra-low latency and dynamic network configuration. Software-defined networking for flexible, real-time optimization of trading environments.

Partners

Backed by leading investors and institutions.

IDG Capital
HKUST