AI-Powered Trading Agent Dashboard

An AI-driven platform that helps retail investors research stocks and execute trading strategies without needing deep market knowledge. Users input their risk tolerance and goals, and the system orchestrates multiple AI agents to analyze stocks, generate strategies, and execute trades across their brokerage accounts.

Retail algorithmic trading tools are seeing renewed interest as brokerage APIs (Alpaca, Tradier, Schwab's new API) have matured and LLM-based agent frameworks make multi-step financial reasoning more accessible than it was two years ago. Autopilot and Composer are the closest substitutes, both offering automated strategy execution for retail users, which means the incumbents are real and already have SEO and trust. The $5k–$20k MRR band is plausible but requires a paying cohort that's both technically trusting enough to hand over brokerage credentials and financially sophisticated enough to evaluate AI-generated strategies — a narrow slice that may not sustain growth past early adopters. The biggest risk is regulatory: executing trades on behalf of retail users almost certainly triggers investment advisor registration requirements under the Investment Advisers Act, and the SEC has been explicitly scrutinizing AI-driven retail trading tools, which could force a costly pivot or shutdown before the business reaches scale.