Sharelock SIA (Security Investigation Autopilot) is an AI-driven incident response and security investigation platform designed to automate the analysis of security incidents related to identity threats. SIA uses autonomous agents to scan logs across all impacted systems, reconstruct incidents, and deliver investigation results without requiring analysts to write queries or natural language prompts. The platform claims up to 98% investigation accuracy and is designed to reduce manual analyst effort by an average of 27 hours per week. Key operational characteristics: - Autonomous agents collect context from identity and security stack sources automatically - Full incident reconstruction is performed without manual input - Investigations are accompanied by audit trails and role-based access controls (RBAC) - The system provides explainable, traceable outputs for each action taken, avoiding opaque AI decision-making SIA is part of Sharelock's broader identity security platform, which also includes Identity Security Posture Management (ISPM) and Identity Threat Detection modules. The response module specifically targets the investigation and response workflow, focusing on identity-related incidents such as credential access, privilege escalation, and lateral movement.