
Is your testing lagging behind?
It's no surprise.
Manual testing is slow
Retesting the same flows before every release can take days.
Coded test automation
is costly
Much more time to write, complicated to maintain, and needs more expertise.
Generic AI
not good enough
ChatGPT and other generic LLMs generate poor tests suites
Harmony: End-to-end AI testing for webapps
1
Validate requirements first
Catch ambiguities before they become bugs.
Link your Jira site, import your user stories. Harmony AI analyzes them for inconsistencies, missing info, and edge cases. Fix them in minutes, they will sync back to Jira. Now your developers build the right thing the first time.



2
Generate optimal test cases
in beautifully readable format
Just enough tests,
and just the right ones.
Harmony AI writes, you review.
How many test cases are "enough"? Generic AI doesn't know. Maybe you don't know either. We do. Harmony uses domain testing and action-state testing techniques from peer-reviewed research to generate the minimal set of tests that catches reasonably maximal bugs. No bloat. No redundancy.


3
Automate without the pain
Watch Harmony AI execute the tests in your app.
Press Run. Harmony executes all tests with AI assistance—no Playwright knowledge required. When your app changes, re-run with cached automation.
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