Reliable governance layer for AI tool access and execution

Reliable governance layer for AI tool access and execution targets a $4.5B = 30,000 enterprises x $150,000 ACV. Calculation: target global enterprises with mature AI/ML teams that would purchase enterprise governance and orchestration at an average contract value of $150k/year. total addressable market with medium saturation and a year-over-year growth rate of 35% estimated growth in enterprise AI governance and MLOps spend as models are adopted in production.

Key trends driving demand: Model proliferation -- more model vendors and custom models increase integration complexity and demand for a unifying control plane; Tool-using LLMs -- rising use of models that call external tools increases the need for policy and execution control; Enterprise reliability focus -- companies prioritize production safety, auditability, and reproducibility as AI moves into revenue-critical paths; Regulatory scrutiny -- privacy and audit requirements push firms toward centralized governance solutions.