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AI Attack Surface Visibility
Map Your Entire AI Attack Surface.
Discover every AI model, autonomous agent, MCP server, and API endpoint across five domains — with governance-ready inventory aligned to ISO 42001 and EU AI Act. What you don’t know about, you cannot secure.
5
Discovery Domains
40+
AI GRC Frameworks
2,000+
Clients Secured
4
CVE Intel Feeds
The Challenge
Every AI Audit Begins With "Show Me Your Inventory."
CMDBs cannot see agents, MCP servers, or fine-tuning lineage. Cloud-only tools miss on-premises and hybrid AI. Vendor dashboards cover one provider. The answer to the auditor is usually a stale spreadsheet — and that fails every regulatory inventory requirement.
Shadow AI Across Five Domains
Models, agents, MCP servers, API endpoints, and traditional ML deployed without security oversight. Self-reported inventories miss what nobody disclosed.
Invisible Agents and MCP Trust Chains
Agent permissions, inter-agent communication flows, and MCP server trust chains are invisible to CMDB and ITAM tools — and one over-permissioned agent cascades.
No Governance-Ready Output
Spreadsheets and vendor exports do not align to ISO 42001, EU AI Act, NIST AI RMF, CBUAE or SAMA. Compliance teams reformat by hand before every audit.
How It Works
Five-Domain AI-Native Discovery
Step 01
Catalog
Inventory AI/LLM models, autonomous agents, MCP servers, API endpoints, and traditional ML across cloud, on-prem, and hybrid.
Step 02
Map
Surface fine-tuning lineage, agent skills and permissions, inter-agent flows, and MCP server trust chains — depth no CMDB or ITAM can reach.
Step 03
Verify
Continuous discovery — not a point-in-time export. AIBOM generation (CycloneDX + SPDX), AI-library dependency scanning with live CVE intelligence, and model provenance classification — with signed-weight attestation on the roadmap.
Step 04
Govern
Produce governance-ready AI register aligned to ISO 42001, EU AI Act, NIST AI RMF, CBUAE and SAMA — and feed every downstream PRISM module.
Key Benefits
Why Teams Choose PrismDiscover
Core
Five-Domain AI-Native Inventory
AI/LLM models with fine-tuning lineage, autonomous agents with skills and permissions, MCP servers with trust chains, API endpoints, and traditional ML — all in one register.
Eliminates Shadow AI Blind Spots
Every AI asset cataloged — not just what was approved. Agents and MCP servers are the two fastest-growing and most underdocumented attack surfaces.
Agent and MCP Visibility
Maps agent frameworks, skills, permissions, and inter-agent communication. Identifies every MCP server connected to agents — external integrations, data access, trust chains.
Core
AIBOM & Supply Chain Integrity
AI Bill of Materials (AIBOM) generation in CycloneDX ML-BOM and SPDX. AI-library dependency scanning with live CVE intelligence (OSV, NVD, CISA KEV, EPSS), model provenance classification, deprecation checks, and remediation guidance — built into discovery, not bolted on.
Governance-Ready Output
Structured AI asset inventory aligned to ISO 42001, EU AI Act, NIST AI RMF, CBUAE, SAMA. Auditor-ready — not a spreadsheet awaiting manual reformatting.
Lifecycle Entry Point
Feeds PrismStrike with target inventory, PrismMLScanner with the gating queue, PrismObserve with runtime baseline, and PrismGovern with the asset register.
Built For Your Team
Designed for Every Stakeholder
CISO
Provable, complete AI attack surface visibility across regulated industries — not a stale spreadsheet.
Security Architect
Surface agent permissions, inter-agent flows, and MCP trust chains invisible to CMDB and ITAM tools.
Compliance / Risk Lead
AI register structured to ISO 42001, EU AI Act, NIST AI RMF, CBUAE, SAMA — continuous audit readiness.
AI / ML Platform Lead
One inventory feeds adversarial testing, runtime monitoring, supply-chain gating, and GRC controls.
Frameworks & Coverage
ISO 42001EU AI ActNIST AI RMFCBUAESAMAHITRUST AI Security CertificationOpenAIAnthropicAzure AIAWS BedrockGoogle VertexHugging FaceMCP ServersAutonomous Agents