Portfolio Lab is an AI investing platform focused on systematic strategies and responsible validation. It builds and optimizes strategies using AI models and extensive market data, testing each strategy on unseen data and under live market conditions before deployment. Users can also connect AI agents and run vetted strategies through their own brokerage account.