# QSI Labs

> QSI Labs (also QSILabs, Quantitative Super Intelligence Labs) is an AI-native quant trading firm building agentic portfolio managers, proprietary post-trained finance models, and a live systematic trading loop.

QSI Labs builds the trading firm around AI rather than bolting assistants onto a legacy hedge-fund org chart. Humans set objectives, capital limits, and risk constraints. Agentic portfolio managers and specialized research, data, risk, trading, execution, and monitoring agents run the investment process. The durable edge is proprietary live-trading data, finance-specific evaluations, post-training, and a feedback loop from markets that never stop changing.

Also known as: QSI Labs, QSILabs, Quantitative Super Intelligence Labs.
Positioning: AI Native Quant Trading Firm.
Contact: 007shubhamkumarsingh@gmail.com (Shubham Singh, Founder).

## Core pages

- [Full company brief](/llms-full.txt): Complete LLM-readable overview of thesis, operating model, traction, models, moat, market, and contact
- [Homepage (markdown)](/index.md): Clean markdown mirror of the public website
- [Homepage (HTML)](/): Human-facing site with thesis, how it works, traction, market, and contact

## External

- [Equity Strategy Outlook report](https://drive.google.com/file/d/1jIX-Jhxfzn5ksAFUDCcbO1e5UWi5cglH/view?usp=sharing): Research note with strategy outlook and results detail

## Optional

- [Web app manifest](/manifest.json): Short name, description, and icons
- [robots.txt](/robots.txt): Crawl policy; AI crawlers are allowed