Most teams do not have a test automation problem.

They have a trust problem.

The distinction matters because you can add more tests, increase browser coverage, buy another dashboard, and parallelize the entire suite without fixing the underlying issue.

When a test fails, does the team believe it?

Or does someone rerun the pipeline and hope the red box disappears?