Enterprise AI governance layer to standardize tool contracts and compliance

Enterprise AI governance layer to standardize tool contracts and compliance targets a $2.0B = 50,000 enterprises x $40,000 ACV. Rationale: targeting mid-large enterprises that will pay enterprise ACV for compliance, security, and infra control. total addressable market with medium saturation and a year-over-year growth rate of 25-35% annual growth in AI governance and model risk markets driven by AI adoption and regulation.

Key trends driving demand: Multi-agent adoption -- growing use of agent frameworks like AutoGen and LangChain creates new orchestration surfaces to govern.; Regulatory pressure -- increased compliance scrutiny for automated systems raises demand for audit and policy controls.; Enterprise security consolidation -- security teams prefer centralized policy enforcement rather than point solutions per tool.; Shift to infra-as-control-plane -- organizations prefer layers that sit above multiple frameworks to avoid ripping and replacing stacks..