Agent tool discovery and self-verification framework for autonomous tasks

Agent tool discovery and self-verification framework for autonomous tasks targets a $6.0B = 2M businesses × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY — industry estimates for AI developer tools and agent orchestration adoption (2024–2026 forecast).

Key trends driving demand: Generative models are increasingly used to orchestrate multi-step workflows, which creates demand for tool orchestration and verification systems because mistakes carry business risk.; Enterprises are asking for auditability and deterministic checks for automated actions, which creates product opportunities for verification and governance layers.; Developer-first SaaS buying remains strong, and dev tools that reduce debugging and incident costs capture disproportionate adoption within engineering orgs.; Standardization of agent interfaces (function calling, tool specs) is creating an ecosystem where a portable verification layer can plug into multiple stacks..