AI Agent Supply Chain Vulnerability Scanner

88% of organizations report AI agent security incidents (Gravitee 2026, 250+ IT leaders). Only 14.4% of deployed agents have full security approval. OpenAI plugin supply chain attack compromised 47 enterprise deployments. Strong multi-source signal.

AI agent supply chain vulnerability scanner. Discover all agents across platforms, map agent-to-agent dependencies, test by injecting adversarial inputs, report attack paths.

Imagination engine: Verb Transplant. 'Penetration testing' from cybersecurity transplanted to AI agent workflows. Product doesn't just list vulnerabilities — it simulates attacks through agent-to-agent chains. Structural independence: HiddenLayer focuses on model-level attacks, not agent workflow attacks. Gap between 'static agent inventory' (ai-bom, open source) and 'dynamic red-teaming' (nobody) identified.

WHO: CISO at financial services company with 50+ deployed AI agents. CURRENT: manually-updated spreadsheet of agent connections, 2-3 weeks to audit after each supply chain attack disclosure. WHY-SURPRISED: penetration testing for networks exists, code scanning exists, model-level AI security exists, but nobody offers adversarial testing of AI agent workflows despite 88% of orgs reporting incidents.

Pass 1 competitive check: HiddenLayer covers model supply chain security. ai-bom generates static SBOMs for agent workflows (open source, no commercial product). Gap between static inventory and dynamic red-teaming identified as unoccupied. NOTE: This was memory-only, not web-searched.

SURVIVED at 50% conviction. Biggest worry: HiddenLayer's March 2026 threat report explicitly calls out agentic AI — they will almost certainly expand into agent workflow security within 12-18 months.

88% agent security incidents cross-verified (Gravitee 2026 survey, 250+ IT leaders). OpenAI plugin supply chain attack cross-verified by HiddenLayer 2026 AI Threat Landscape Report.

HiddenLayer scope UNDERESTIMATED: now offers 'Agentic & MCP Security' solution with four integrated modules including 'AI Attack Simulation' — adversarial testing of agent workflows. Not just model-level security.

DeepKeep ENTIRELY MISSED in Pass 1: launched AI agent attack surface scanner on March 3, 2026 — 19 days before this session. Supports CrewAI, n8n, Make, OpenAI Agents, Microsoft, Amazon Bedrock. Free for enterprises to try. Red teaming on roadmap.

KILLED in deepening at 0% conviction. The gap between 'static inventory' and 'dynamic red-teaming' — which Pass 1 identified as unoccupied — has been filled by HiddenLayer (AI Attack Simulation) and DeepKeep (launched 19 days ago). Most important lesson: in fast-moving security markets, opportunity windows can close between signal collection and session analysis.