A composite AI scoring engine turns thousands of stocks into a ranked, actionable shortlist — regime-classified, protected, and coached by AI every night.
↳ Edge: quantifies "how much might this go?" and "how likely is a crash?" for proper position sizing.
AI Advisor
Nightly thesis sweep on every position.
LLM reads every open position nightly and outputs HOLD / ADD / REDUCE / SELLwith a thesis-intact-or-at-risk flag, confidence score, and primary risk factor.
Configurable provider: OpenRouter (Claude), OpenAI, or local Ollama — free and private.
↳ Edge: you can't read every 10-K. The AI does it for you and flags broken theses before price moves.
Position Protection Engine
Automated exits so emotion can't override discipline.
One-click protection scan audits every rule across the portfolio. Backtest each setup historically.
↳ Edge: most retail losses come from holding losers too long. This automates the exit.
Risk Dashboard
Concentration, sector, and revenge-trade circuit breakers.
Sector exposure with configurable limits and 90% breach alerts. Cash reserve tracking. Daily loss limit circuit breaker.
↳ Edge: see the 40% concentration before it becomes a disaster.
Paper + Live Trading
Strict segregation. Weekly AI digest.
Separate data, separate reports. Sync positions from broker, monitor partial fills, and receive a weekly AI email digest of P&L, thesis changes, and sector drift.