Governance layer to validate open source AI tool contracts and execution sandboxes

Governance layer to validate open source AI tool contracts and execution sandboxes targets a $2.0B = 20,000 enterprises x $100K ACV. Buyer count is enterprises that run production ML/AI and use open source components; ACV reflects enterprise security and compliance tooling budgets for core governance. total addressable market with medium saturation and a year-over-year growth rate of 20-30% expanding with enterprise AI adoption and regulatory pressure.

Key trends driving demand: Open source AI components expansion -- more organizations compose models and tools from OSS, raising supply chain complexity and risk.; Regulatory tightening -- laws like the EU AI Act and industry guidance increase demand for provable compliance and auditable controls.; DevSecOps convergence with MLOps -- security checks are moving earlier into CI/CD and model pipelines, creating integration points for governance.; Attestation and provenance standards maturing -- projects like sigstore and SLSA make verifiable supply chain attestations practical to enforce..