Mindgraph Intelligence Labs
The trust layer for autonomous intelligence.
Others build intelligence. Mindgraph governs it. We assure, enforce and certify enterprise AI — from a single test case to a self-improving agent ecosystem.
Recursive · Assured · Adaptive
The moment
AI is mission-critical. Assurance is not yet built.
AI now runs hospitals, grids, ports, banks and defence networks — and there is still no unified layer that certifies those systems before they reach production. Enterprises average nearly seven disconnected point tools per AI team and zero unified audit trail.
Mindgraph collapses testing, security, compliance, observability and governance into a single semantic core: the Assurance Ontology. Every finding, every regulation, every agent and every certification lives in one lineage.
Unreliable systems
Hallucination & drift reach production undetected
AI-native attacks
1,000+ adversarial patterns invisible to legacy tooling
Fragmented tooling
6.8 point tools per AI team · 0 unified audit trail
Critical infrastructure
Autonomy scaled with no safety backstop
What we build
Four products. One continuous assurance loop.
AI Assurance Stack
Testing, security, compliance & risk, observability and governance-as-a-service — one unified assurance layer instead of six point tools.
AI Commit Layer · Clauvis
Synchronous contract enforcement between AI agents and the enterprise stack. Every agent action is validated against live contract terms before SAP commits.
AI Cruise · Matron
Supervised autonomy for AI operations. Matron holds the wheel with graduated autonomy levels, live guardrails and instant human handover.
Recursive Intelligence Assurance
When AI starts improving AI, governance has to become recursive. The Registry, the AI Passport, and certification of every self-improvement step.
Architecture
The Assurance Ontology sits at the centre.
AgentRegistry · RiskTaxonomy · TestLibrary · FindingLineage · RegulatoryMappings · BenchmarkIndex. Every layer reads and writes to the same semantic core, which is why assurance becomes an organisational asset rather than a PDF report.
Full architecture ⟶Recursive Intelligence
Apps
Governance
Risk engine
Execution
Intelligence
Integration
Semantic core · all layers read & write
Where it matters
Deployed where AI failure is not an option.
Five mission-critical verticals where assurance is not a feature but the cost of deployment — with regulator-ready evidence in the language each authority expects.
Healthcare
Clinical AI validation, HIPAA/GDPR governance, drift watch
Energy & grid
Cyber-physical hardening, NERC CIP / IEC 62351
Defence
Adversarial hardening, autonomous decision assurance
Finance
Algorithmic compliance, MAS · FCA · EU AI Act mapping
Aviation & logistics
Port autonomy certification, multi-jurisdiction customs
Next steps
Bring your hardest AI system. We will assure it.
Technical deep-dive on your live agents, an 8–12 week pilot with agreed success metrics, and partnership or investment conversations.