Our metrics depend on Jira hygiene
Every report needs tickets tagged correctly, so you spend your time chasing labels, not answers.
Get the full picture of your teams' productivity, see the risks before they become incidents, and know where your engineering investment is really going. Comper reads the code itself and updates with every pull request, so you get real-time facts on delivery, tech debt, knowledge concentration and the return on AI tooling. No Jira tagging to enforce, no waiting for the next report.
“In an age of AI-generated everything, relying on humans to carry context and translate requirements doesn't scale. Comper helps us go to the source and see what's actually built. It's hard to interrupt patterns you can't see, or that take endless meetings to extract.”
Every report needs tickets tagged correctly, so you spend your time chasing labels, not answers.
You find out when one of them burns out or leaves, and half the knowledge goes with them.
Complexity, old dependencies and vulnerabilities build quietly, then arrive all at once.
Licences are rolling out faster than anyone can say who uses them or whether it helps.
Merge frequency and review comment density, updated with every change
Throughput and review load side by side, so you can see where reviews slow delivery down.
Who contributes where, and who reviews whose work, across every team
Contributor activity and review collaboration across your teams.
Security, tech debt and health grades across every repository, with where to focus first
Health grades, open CVEs and exposed secrets, with the repositories to focus on first.
Which AI coding tools show up in commits, over time
Adoption per tool, from what shows up in commits.
The Balance Framework split of merged work, no tagging needed
Keep the lights on versus new, improving and productivity work, without a single Jira tag.

Throughput and review load side by side, so you can see where reviews slow delivery down.
Connect a repository and the picture builds itself. Ask a question and get an answer, not a ticket. No tagging, no spreadsheets, no waiting for a board to be updated.
Every figure comes from your commits, pull requests and reviews, not from anyone's status update. When the answer is uncomfortable, it is still the answer.
Your product people, engineers and leadership look at the same view. No translation layer, and no version of the truth that depends on who you asked.
Software teams should not be a black box. Comper opens it for everyone.