The beta is designed for educational research and paper workflows, not live trade execution.

Stock Analysis Desk does not recommend that any user buy, sell, hold, or trade any security, option, cryptocurrency, or other instrument. Scores, alerts, rankings, simulations, and model outputs are research observations.

The public beta is intended for paper workflows. Users should verify live prices, bid/ask spreads, liquidity, expiration dates, corporate events, maximum loss, and order details with authoritative sources before taking any independent action outside Stock Analysis Desk.

The private app is protected by login. Users should not enter brokerage passwords, government identifiers, payment-card data, or unnecessary sensitive information. The current beta is limited to U.S. residents using the service from the United States.

Market data, news, filings, sentiment, and third-party information may be delayed, incomplete, inaccurate, unavailable, or already reflected in prices. Backtests and correlations can break when market conditions change.