Module 1: Discover (AI-SPM)
Know every AI in your estate
Inventory, identity, and ontology for systems, agents, tools, MCP servers, and data sources. You cannot govern what you cannot see.
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AI Systems
Discovered in your estate
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AI Agents
Inventoried and classified
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Tools
Mapped to systems
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MCP Servers
Protocol endpoints
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Data Sources
Connected and tracked
From sprawl to inventory in one view.
Every AI System, Agent, Tool, MCP Server, and Data Source: catalogued with exposure scores, compliance fingerprints, and identity topology.
See the relationships, not just the list.
Your AI estate as a live knowledge graph: systems, agents, tools, MCP servers, and data sources connected by the relationships that define your exposure surface.
- Filter by asset type: systems, agents, tools, MCP servers
- Relationship edges show data flows and delegation paths
- Compliance fingerprint overlaid per node
Shadow Agents
The AI you didn't know about.
Inventory drift. Unsanctioned agents. Detected and surfaced in your Identity Graph. Shadow agent detection finds AI systems deployed outside sanctioned channels and brings them into your governance posture before they become your next audit finding.
- Detects unsanctioned AI agents and tools in your estate
- Surfaces inventory drift as it happens
- Maps shadow agents into the Identity Graph for immediate governance
Global exposure, at a glance.
Estate Geo maps the geographic footprint of your AI estate: where systems run, where data flows, and where your exposure is highest. Essential for GDPR, EU AI Act, and MAS MindForge data-residency obligations.
Identity Graph
Non-human identity, mapped and governed.
The Identity Graph renders live non-human identities: authority profiles, trust anchors, and delegation chains as a navigable topology. Know exactly which agent can act on behalf of which principal, and what the delegation path looks like.
- Authority Profiles: who can instruct which agents
- Non-Human Identities with DID-JWS and SPIFFE anchors
- Delegation Chains: least-privilege paths, fully traceable
Once discovered, what next?
Discovery is the foundation. Enforcement and governance build on top.
Trust layer for enterprise AI