Segura® uses GenAI to automate reviews, detect risks, optimize policies, and manage AI agent credentials. This section highlights key features and real-world applications that improve security, efficiency, and compliance.
GenAI-powered session review and summarization
- Automated summarization: the platform leverages generative AI to process hours of privileged session recordings (video, and command logs), providing concise summaries of user actions, critical events, and policy violations.
- Natural language queries: auditors and security teams can interact with session data through GenAI chat, asking questions like "Which commands modified user permissions?" or "Were any risky actions performed after midnight?", with instant, context-rich responses.
- Behavioral highlighting: the AI engine detects and flags anomalous behavior, privilege escalations, and unusual patterns, enabling teams to focus reviews on the most relevant segments.
- Compliance integration: all AI-generated summaries, highlights, and query results are logged and integrated with incident response, audit, and compliance workflows.
Intelligent administration and productivity boost
- AI copilot and chatbots: embedded assistants guide administrators through complex workflows, troubleshooting, and best practice adoption. Routine administrative tasks such as user provisioning, credential lifecycle management, and alert triage are automated or streamlined via AI-guided actions.
- Automated knowledge management: AI continuously digests product documentation, audit logs, support tickets, and community knowledge to offer real-time, contextual recommendations and answers directly within the admin interface.
- Policy recommendations: usage data, compliance trends, and operational analytics are used to proactively suggest access policies, approval workflows, and configuration optimizations.
- Operational summarization: summarizes and explains complex operational events or incidents, making it easier for teams to review activities, identify bottlenecks, and maintain high standards of compliance and security hygiene.
Continuous Entitlement and Anomaly Detection
- Continuous discovery: monitors cloud entitlements, permissions, and policies in near real time, ensuring that changes, new risks, or misconfigurations are instantly detected across cloud, SaaS, and hybrid environments.
- GenAI anomaly detection: analyzes patterns of entitlement acquisition, usage, and escalation against behavioral baselines to surface abnormal, risky, or out-of-policy activity.
- Alerting and integration: delivers high-fidelity alerts through SIEM, SOAR, email, Slack, and platform dashboards, enabling proactive risk mitigation and investigation.
- CIEM use cases: supports key Cloud Infrastructure Entitlement Management (CIEM) use cases, such as detecting unauthorized privilege escalations, abnormal usage, or first-time access to sensitive resources.
Policy learning and recommendation engine
- Learning mode for access policies: through endpoint monitoring and behavioral analysis, the platform can recommend new policies based on observed usage, identifying redundant, unused, or high-risk permissions.
- Adaptive policy refinement: incorporates administrator and auditor feedback, usage analytics, and incident outcomes to continuously refine and optimize access policies for both least-privilege and operational agility.
Extensibility, customization and security
- Extensible integration: open APIs, webhooks, and plugin frameworks support integration with a wide range of security tools, custom workflows, and external data sources.
- Audit and compliance: every AI-driven action, insight, and recommendation is immutably logged, fully auditable, and exportable for compliance, forensics, and reporting.
- Privacy and security: AI and data processing workflows operate within strict privacy, security, and data residency controls, supporting enterprise and regulatory requirements.
Credential management for privileged AI agents
Segura® Intelligence enables secure credential management for privileged AI agents through dynamic, API-based secrets delivery, granular role-based access controls (RBAC), and just-in-time (JIT) credential issuance. AI agents, including RPA bots, automation scripts, or LLM-powered services, can authenticate and retrieve secrets using short-lived credentials, precisely scoped to their assigned tasks, workloads, or time windows.
- Dynamic secret injection: credentials are delivered on-demand via secure APIs, pipeline integrations, or native Kubernetes/CI orchestrators, with automated rotation and revocation.
- RBAC and policy enforcement: access for AI agents is tightly governed by policies that map agent identity to specific roles, tasks, and privileges, ensuring least privilege and accountability.
- Just-in-time credentials: credentials can be issued with limited validity, automatically expiring after use or upon task completion, reducing standing privileges and risk of misuse.
- Audit and traceability: every credential issuance, use, and revocation is logged with full agent and context metadata. Compliance reporting covers all AI-driven operations.
- Integration: Segura® integrates with standard frameworks (e.g., Kubernetes Service Accounts, CI/CD runners, serverless functions), allowing AI agents to be onboarded, provisioned, and monitored with minimal friction.
Use cases examples
- Rapid privileged session review: a security team uses GenAI to summarize 8 hours of RDP session footage, highlights risky commands, and produces an incident report in under 10 minutes.
- Automated user provisioning: new users are onboarded with AI-suggested access rights, reducing onboarding time and minimizing excessive privileges.
- Cloud Risk Posture Management: Anomalous privilege grants in AWS are flagged by GenAI, triggering alerts and rapid remediation via integrated SOAR workflows.
- Audit-ready compliance checks: the platform generates AI-driven, auditable reports for SOX, GDPR, or ISO audits, reducing manual review burden.
- Policy optimization: the engine analyzes usage data and recommends the removal of dormant accounts or unnecessary privileges, maintaining a least-privilege posture.
- AI-Powered Automation: an AI agent deployed in a CI/CD pipeline retrieves just-in-time credentials from Segura® at build time, executes privileged tasks, and the credentials are revoked immediately after use.