Silk is a full-stack AI hedge fund that uses large language models to autonomously invest in the US stock market.

We envision a future where AI determines and manages all financial investments. In this world, AI drives superior investment returns through fully agentic trading systems that discover market patterns, manage risk, and execute investment strategies with no human intervention. We believe this paradigm shift will lead to more, not less, financial oversight, accountability, and trust.

We are building the infrastructure for truly autonomous wealth generation, replacing legacy workflows with autarkic systems that allow LLMs to compete with and outperform human investors. Silk executes capital allocation - research, valuation, orders, portfolio management, qualitative/quantitative analysis - without any human intervention.

Traditional investment firms rely on human intuition and expensive manual processes, introducing emotional bias and inefficient overhead. As AI-assisted investments quickly become the competitive baseline, full-stack AI firms are poised to transcend human limitations and redefine the ceiling of market performance.