Matisoft Automatic EDR is an endpoint detection and response solution that uses artificial intelligence algorithms to detect and analyze threats on endpoints. The product focuses on identifying fileless malware through automated analysis of operating system entries. The solution deploys an AI-based analysis engine locally on each endpoint to identify attacks and generate alerts. This local deployment model enables the system to analyze endpoint activity without requiring centralized human analyst review for initial threat detection. The product analyzes operating system entries using AI algorithms to reduce false positives and minimize the volume of alerts sent to security analysts. The system is designed to operate with reduced dependency on human security analysts for routine threat analysis tasks. The EDR solution provides automated threat identification at the endpoint level, with the AI engine performing analysis that would traditionally require security analyst intervention. The system generates alerts when threats are detected, allowing security teams to focus on investigating confirmed incidents rather than analyzing large volumes of potential threats. The product operates as an endpoint-based detection system where each protected endpoint runs the AI analysis engine independently to identify malicious activity and fileless malware attacks.