Nova generates and maintains end-to-end UI tests by analyzing actual user sessions rather than requiring someone to hand-write test scripts. It builds test coverage centered on how an application is genuinely used, removes redundant test scenarios that don't add meaningfully to coverage, and updates existing tests automatically as the application's UI changes, which is usually where hand-written E2E suites rot fastest.
It integrates into CI/CD pipelines and reports results directly in pull requests, giving developers visibility into coverage gaps and test performance without switching to a separate QA dashboard to find out whether something broke. Dashboards and parallel execution support scaling it to mission-critical workflows rather than only small test suites.
It's aimed at mid-sized to large organizations with real production traffic to learn from, though it also offers startup-friendly plans for teams earlier in that journey.