Add enterprise-grade control, auditability, and recovery paths for AI agents

Add enterprise-grade control, auditability, and recovery paths for AI agents targets a $10.0B = 200K enterprises × $50K ACV (enterprise & mid-market spend on AI governance, controls, and security tooling) total addressable market with medium saturation and a year-over-year growth rate of 40% YoY — driven by enterprise AI adoption and model governance demand (source: Gartner and McKinsey AI adoption signals).

Key trends driving demand: Shift to production agents — teams move from single LLM calls to orchestrated agent flows, creating new operational risks and demand for governance.; Enterprise security focus — CISOs require credential scoping, audit trails, and SIEM integration before approving AI agent deployments, creating procurement opportunities.; Regulatory scrutiny — emerging rules and standards (e.g., EU AI Act drafts) are pushing organizations to demand auditable model behavior and governance artifacts.; Platformization of AI — managed model APIs and orchestration frameworks lower development cost, making control and observability the next purchasing decision..