# AI for Platform, Security & Analytics

* **Anomaly & Manipulation Detection:** AI trained on LOB data identifies spoofing, wash trading, pump-and-dump schemes, and forced liquidation attempts. It correlates anomalies across domains (L1, EVM, social, bridge) for better threat detection.
* **AI Chatbots for Users & Agents:** 24/7 support bots provide guidance and alerts; can be extended to offer interactive UIs for AI Agents.
* **L1 Performance Monitoring:** AI predicts congestion, optimizes network parameters, and analyzes how market activity (including AI Agents) affects L1 performance.
* **Order Book Data Analysis:** AI uncovers microstructure patterns, characterizes market maker behavior (including AI MM Agents), forecasts liquidity needs, and maps liquidity flow between L1 and BullEVM.