Portfolio Lab is an AI-powered investment research and simulation platform that enables users to build, validate, and deploy systematic trading strategies using historical market data and agentic automation.
What the product does and how it is positioned
Portfolio Lab provides a systematic environment for investors to design and test investment strategies. By leveraging AI models trained on decades of market history, the platform generates multiple strategy variations tuned to different objectives, such as long-term growth or risk mitigation.
The platform emphasizes transparency by allowing users to examine the logic behind strategy movements, including asset holdings and trade timing. Users can validate these strategies through paper trading before connecting them to their own brokerage accounts via AI agents.
Source-supported ways to use the product
Investors can utilize momentum-based strategies that automatically rank assets and adjust exposure based on negative trend signals.
Users can implement core portfolios that automatically incorporate hedges when the AI detects elevated market risk to help reduce potential drawdowns.
The documented workflow, where available
Build a custom strategy using AI or select an expert-built strategy in a single click.
The platform tunes the strategy using specialized models trained on extensive historical market data.
Deploy the strategy to a paper portfolio to test performance using real market data and virtual capital.
The core of Portfolio Lab is its multi-model approach to strategy development. Rather than relying on a single chatbot, the system employs specialized models that analyze five distinct categories of data to inform investment rules.
Checks to run with your own material and workflow
What was checked and when
Answers based on the source-checked product record
No, Portfolio Lab is a research and simulation tool. It does not place trades directly, though it supports agentic trading where an AI agent you control can mirror strategies in your own brokerage account.
No, all results shown are simulated and hypothetical. They do not represent actual trading performance and cannot guarantee future results in live markets.
The platform uses specialized models trained on over 35 years of market history, incorporating fundamental, technical, estimate, macroeconomic, and alternative data categories.
Yes, the platform offers an Explorer tier that allows users to build and validate strategies with live paper trading at no cost, with no credit card required.
Portfolio Lab is offered by alphaAI Capital Management LLC, which is an investment adviser registered with the Securities and Exchange Commission (SEC).
