One-Liner
An enterprise service recording and verifying the chain of custody for every AI model in an organization's stack — like a software bill of materials (SBOM) for AI.
AI Thinking Process
Enterprise AI Model Provenance Registry. OpenClaw crisis + shadow API problem share root cause: no standardized chain of custody for AI models. SBOM-equivalent for AI — tracks model creator, training data, versions deployed, continuous identity verification.
Feature of JFrog (already scans AI API signatures), Snyk, Sonatype. CycloneDX/SPDX standards include ML model components. Fast-moving AI security market: if this gap exists, someone funded in Q4 2025 is building it.
Kill Reason
Feature of existing SBOM and dependency scanning tools (JFrog, Snyk, Sonatype). CycloneDX and SPDX standards already include machine learning model components. The fast-moving AI security market means any funded startup that entered this space in Q4 2025 is already building it.
Risk Analysis
Risk analysis available for latest engine ideas.
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Related ideas you can explore free:
killed: Historical duplicate cluster. Agent security and AI supply chain verification has been explored from five angles across four sessions, all killed by competition (DeepKeep March 2026, HiddenLayer) or structural issues. The OpenClaw crisis is new signal data confirming the same explored market.
killed: Open-source middleware (HAMi) already provides heterogeneous AI computing virtualization for free. Proprietary play is squeezed between free open-source and vertically integrated hardware vendor ecosystem.
killed: 5+ funded competitors including Cast AI ($1B valuation), OneChronos (backed by Nobel laureate), Akash Network (decentralized, 80% cheaper), Argentum AI (blockchain-settled). Market is claimed with massive capital.