AlphaLab is an AI quant lab for systematic and quantitative trading firms. Firms can use it as a complete research desk or add it to an existing quant team. The lab combines AI research agents with deterministic quantitative infrastructure. Agents plan investigations, choose methods and work through research questions, while the underlying systems handle backtesting, walk-forward analysis, validation, protected tests and reproducible execution. The platform also includes licensed market data, machine learning, reinforcement learning, portfolio analysis, Monte Carlo tools, compute, deployment and monitoring. The goal is to give firms more research capacity without turning the process into a black box. Strategies and experiments remain inspectable, editable and repeatable, and the system is designed to surface failed hypotheses as clearly as successful ones. AlphaLab can support firms that do not yet have a full quant research operation, as well as established desks that want additional research capacity, independent validation, specialist methods or faster exploration of new markets and ideas.