Everything you need to govern AI responsibly.

Model Registry

Know every AI system in your organization.

Automatically discover and catalog every model, dataset, and deployment across your enterprise. Track lineage from training data to production endpoint with full ownership mapping.

• ✓Auto-discovery across cloud providers and on-premise infrastructure
• ✓Model lineage tracking from data source to deployment
• ✓Ownership and responsibility assignment with RACI matrix
• ✓Version control integration for model artifacts
• ✓Custom metadata fields and tagging taxonomy

Risk Scoring

Continuous, multi-dimensional risk assessment.

Go beyond static checklists. Aegis evaluates your AI systems in real-time against bias, fairness, transparency, security, and operational risk — scored against the regulatory frameworks that matter to your industry.

• ✓Real-time risk scoring across 6 dimensions
• ✓Bias and fairness detection with demographic parity analysis
• ✓Transparency scoring based on model explainability
• ✓Security vulnerability assessment for model endpoints
• ✓Drift detection and automated re-scoring triggers

Compliance Mapping

Auto-map to every framework that matters.

Aegis maps your AI systems to EU AI Act, SOC2, ISO 42001, NIST AI RMF, and industry-specific frameworks. Get gap analysis with prioritized remediation paths — not just a checklist, but a plan.

• ✓Pre-built mappings for EU AI Act, SOC2, ISO 42001, NIST AI RMF
• ✓Automated gap analysis with severity scoring
• ✓Prioritized remediation paths with effort estimation
• ✓Cross-framework correlation to avoid duplicate work
• ✓Custom framework support for internal policies

Audit Trail

Audit-ready in seconds, not weeks.

Every model change, deployment decision, risk assessment, and compliance update is recorded in an immutable audit log. Generate regulator-ready reports with a single click.

• ✓Immutable, append-only audit log with cryptographic verification
• ✓One-click report generation for regulators and auditors
• ✓Full event timeline with user attribution
• ✓Automated evidence collection for compliance reviews
• ✓Export in PDF, CSV, and XBRL formats

Integrations

Fits into the tools you already use.

Aegis connects to your existing ML platforms, CI/CD pipelines, and cloud infrastructure. No rip-and-replace — just governance that works alongside your engineering workflows.

• ✓Native integrations with AWS SageMaker, Azure ML, GCP Vertex AI
• ✓CI/CD hooks for GitHub Actions, GitLab CI, Jenkins
• ✓SIEM integration for security event correlation
• ✓Slack and Teams notifications for risk alerts
• ✓REST API and webhooks for custom integrations

Reporting & Analytics

Board-ready insights, always current.

Transform raw governance data into executive dashboards, trend analysis, and compliance scorecards. Give stakeholders at every level the visibility they need.

• ✓Executive dashboards with real-time compliance posture
• ✓Trend analysis for risk score evolution over time
• ✓Team and department-level governance scorecards
• ✓Scheduled report delivery to stakeholders
• ✓Custom report builder with drag-and-drop widgets