Turn screenshots & mockups into tracked, actionable repair tasks

Turn screenshots & mockups into tracked, actionable repair tasks targets a $12.0B = 30M potential designer/developer seats x $400 ARR total addressable market with medium saturation and a year-over-year growth rate of 14% CAGR for developer/designer collaboration tooling.

Key trends driving demand: AI-assisted engineering -- reduces manual interpretation of visual feedback and enables automated repair suggestions.; Design-system adoption -- centralized component libraries make automated mapping from screenshots to components feasible and high-value.; Distributed product teams -- remote work increases demand for precise, asynchronous visual-to-action workflows.; Shift-left testing & QA automation -- teams want earlier reproducibility and automatically generated test cases from UI issues..