Features
Hash-chained audit ledger with SHA-256 integrity
Ed25519 cryptographically signed evidence packs
Python, TypeScript, and Go SDKs
OpenTelemetry native integration
Agent framework integrations (LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, etc.)
Execution DAG replay and debugging
Conversation sessions and analysis
Versioned Prompt Registry
Spotlight AI copilot for natural language log queries
Read-only auditor share links
SAML/SSO and SCIM provisioning (Enterprise)
Self-hosted and private VPC deployment (Enterprise)
Database-level audit immutability
AI Registry: auto-discover and catalog AI systems across enterprise
Shadow AI detection and risk classification
Risk Intelligence: continuous bias, security, privacy assessment
Real-time monitoring and drift detection
Automated red-teaming and alerts
Policy Engine with pre-built policy packs for EU AI Act, NIST AI RMF, ISO 42001, SOC 2, GDPR, HITRUST
Custom guardrails and compliance mapping
Evidence generation for audit readiness
GAIA (Govern AI Assistant): multi-layer governance across model, agent, app, network
Agent Registry and Agent Cards for tracking autonomous agents
Agent-level and network-level governance
Vendor risk assessment portal with automated questionnaires
Pre-built regulatory coverage for Colorado SB21-169, NYC Local Law 144, ISO/IEC 42001
Continuous governance loop (assess, govern, monitor)
Integration with Snowflake, Databricks, AWS, Azure, ServiceNow, Jira, Confluence, Slack, GitHub, MLflow
