Some thoughts:
- Is there any pattern in the test failure?
- Do you get different failures for each run?
- Are you able to get a screenshot for a failure?
Perhaps you would also paste your CircleCI config. I am wondering if there is a server component that could do with a few seconds of sleep, so it is always ready before you try to use it.