An AI-powered platform that connects directly to broker and prop firm accounts via API to monitor every trade in real-time, automatically flagging behavioral anti-patterns (revenge trades, overleveraging post-win, deviation from defined strategy rules). The tool intervenes with pre-trade warnings, enforces cooldowns after losses, and locks accounts when destructive patterns emerge. Includes automated trade journaling, behavioral analytics dashboards, and customizable rule enforcement tied to user-defined strategy parameters.

Prop firm trading has exploded into a multi-billion dollar industry with millions of traders attempting challenges, and broker APIs plus modern LLMs now make real-time behavioral pattern detection technically feasible and affordable.