The AI-Driven Threat Detection Platform by Gecko Security leverages machine learning algorithms to analyze network traffic patterns, system logs, and user behavior in real time for anomaly detection across enterprise IT environments. Its core capabilities include identifying known malware signatures, detecting zero-day exploits through behavioral analysis, and correlating threat indicators from multiple data streams using neural networks. The system automates initial response protocols such as quarantining compromised devices while integrating with existing SIEM solutions via API endpoints for centralized incident management. Designed primarily for large organizations handling sensitive data streams exceeding 10TB/day throughput requirements.