Andromeda Smart Just-in-Time Access is a privileged access management solution that automates access provisioning and deprovisioning based on dynamic risk and behavioral analysis. The platform replaces standing privileges with time-limited access grants to reduce attack surface and privilege risk. The system uses AI to automatically approve access requests based on risk assessment, with anomalous requests flagged for manual review. Access requests can be made and approved through collaboration platforms like Microsoft Teams and Slack. The solution provides fine-grained, context-aware access control for cloud, SaaS, and data services. Session activities are summarized using natural language processing for forensic analysis and audit purposes. The platform maintains a complete audit trail of all access requests, approvals, and session activities. Automated provisioning and deprovisioning workflows eliminate manual operations for IT teams. The solution analyzes user behavior and risk context to make access decisions, reducing the need for manual approvals while maintaining security controls. Organizations can migrate high-risk and infrequently used standing privileges to just-in-time access models. The platform provides visibility into both human and non-human identities across the environment.