Lack of auditability for autonomous agents — open-source governance + ROI dashboard

Lack of auditability for autonomous agents — open-source governance + ROI dashboard targets a $8.0B = 100,000 enterprises x $80K ACV (enterprise AI governance & observability market across regulated sectors) total addressable market with medium saturation and a year-over-year growth rate of 30-45% compounded (emergent AI governance and observability demand).

Key trends driving demand: LLM-driven automation -- widespread deployment of autonomous agents increases demand for runtime governance and audit trails.; Regulation & compliance -- new AI-specific regulations and auditor expectations force traceability and documented decision logs.; Shift to open-source tooling -- enterprises prefer extensible, inspectable stacks they can host and integrate with existing SIEMs and MDM.; Consolidation of observability -- security, infra, and ML observability are converging, creating room for focused agent-governance tooling..