Trust at every layer.
Identity, authorization, policy, audit, safety, privacy, and compliance — woven into every action, every agent, every decision.
Identity & Access
Multi-factor authentication, role-based access, just-in-time privileges, session governance.
Authorization & Policy
Attribute-based access control, policy-as-code, dynamic permissions, context-aware enforcement.
Segregation of Duties
Role conflict detection, compensating controls, approval chains, authority boundaries.
Model Risk Management
Model inventory, validation, monitoring, drift detection, performance tracking.
Safety Evaluations
Functional, adversarial, groundedness, bias, toxicity, and hallucination testing.
Audit & Compliance
Immutable audit trail, regulatory mapping, evidence collection, report generation.
Privacy
Data classification, consent management, anonymization, right to erasure, cross-border controls.
Incident Response
Automated detection, triage, escalation, containment, recovery, and post-mortem.