Give AI agents instant, structured app state for reliable E2E validation

Give AI agents instant, structured app state for reliable E2E validation targets a $4.8B = 200,000 development teams × $24K ACV (enterprise + mid-market QA/dev tools spend) total addressable market with medium saturation and a year-over-year growth rate of 12% YoY — test automation and QA tooling market CAGR projected ~10-14% in industry reports (MarketsandMarkets, Gartner estimates).

Key trends driving demand: AI-assisted development — LLMs and agent frameworks are being adopted to write and modify code, creating demand for reliable runtime validation so generated changes can be tested automatically.; Shift to platform telemetry — Teams want structured, semantic signals (not screenshots) to automate debugging and observability across web and mobile, which enables programmatic agents.; Privacy and local-first tooling — Security-conscious enterprises increasingly prefer on-prem or developer-hosted solutions that avoid sending sensitive runtime data to third-party clouds.; Multi-device complexity — Consumers expect seamless cross-device flows, raising demand for tools that can test and reproduce multi-device interactions end-to-end..