Building the Future of Algorithmic Finance
Vestige operates at the intersection of high-frequency finance and autonomous machine intelligence. We're not a traditional fund—we're a technology firm that treats liquidity as a data science problem.
The Signal in the Noise
Modern markets are characterized by noise—algorithmic feedback loops, macro-economic shocks, and human irrationality. Our mission is to filter this noise using advanced language models fine-tuned on decades of market data, extracting alpha where others see chaos.
Research Highlight
Our 7B parameter LLM achieved a 1.34 Sharpe ratio with 94% technical accuracy on NQ futures—proving that explainable AI can generate profitable signals.
Private by Design
Vestige LLC trades only its own capital. We do not solicit external funds, offer investment advisory services, or manage client assets. This structure provides complete freedom to:
- Deploy strategies without regulatory constraints on proprietary research
- Iterate rapidly on experimental models (OMEGA, ENGRAM, ARCHON, NEXUS)
- Maintain full intellectual property control over our AI infrastructure
- Focus on precision and rigor, not marketing or AUM growth
Our Core Principles
Transparency
Our Shadow Log Protocol generates complete, human-readable reasoning trails for every trade decision.
Precision
94% technical accuracy on pattern recognition. Sub-millisecond execution. Zero compromises.
Independence
We trade only our own capital. No external investors. No conflicts of interest.
Access is by invitation only. We value long-term partnerships with aligned institutions and operators who share our commitment to transparency and technological excellence.
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