Market Opportunity
Browser agents lack completion contracts — formalize authority & side-effects targets a $9.6B = 1.2M developer & automation teams x $8K ACV (security/policy tooling + runtime controls) total addressable market with medium saturation and a year-over-year growth rate of 30%+ (driven by agent adoption, RPA and AI-security growth).
Key trends driving demand: Agentification of workflows -- more tasks are being delegated to LLM-based agents, increasing demand for clear action contracts.; Function-calling & structured outputs -- LLMs expose richer, machine-readable outputs that can be validated against contracts.; RPA convergence -- traditional RPA users want safer, auditable agent behaviors in browsers and web apps.; Enterprise compliance focus -- auditability and least-privilege enforcement are becoming procurement requirements.; Browser extension capabilities -- modern extension APIs enable runtime interception and enforcement of agent actions..
Key competitors include LangChain, OpenAI (API + function calling / plugins), Zapier, Playwright / Puppeteer (browser automation), UiPath.