Essential features in an automation reporting tool

Hey folks 👋

I’m exploring best automation reporting tools, I want to make sure the reporting side is really valuable. A lot of tools just dump pass/fail numbers, but I feel good reporting should go much deeper.

From your experience, what parts of test reporting should definitely be present?

👉 What features in reports actually help you make decisions faster?
👉 Are there reporting features you wish existed but haven’t seen yet?

👉 Any interesting reporting tools?

Would love to hear your ideas — especially the pain points where current reports fall short