Data Quality Engine

Is your Engineering Data
Clean enough to trust?

Garbage in, garbage out. The Data Hygiene Dashboard scans your development ecosystem to identify inconsistent labels, vague commits, and unscoped issues—ensuring your metrics are built on solid ground.

Data Hygiene Dashboard
⚠️
Label Mismatch bug vs type:bug
Commit Standards Conventional Commits
TRUSTED BY ENGINEERING LEADERS AT

Why Data Hygiene Matters

You can't improve what you can't measure accurately. Poor data hygiene leads to:

Inaccurate Reporting

Metrics are skewed by duplicate labels (e.g., "bug" vs "fix") and missing data points.

Blind Spots

Unscoped issues and vague commit messages hide the true distribution of engineering effort.

Process Drift

Teams slowly deviate from agreed-upon conventions, making cross-team comparison impossible.

The Hygiene Suite

9 Reports to Standardize Your Process

Keypup organizes your data hygiene into critical pillars: Project Health, Contributor Habits, and Labeling Standards.

Software Project Overview
Project Overview & Effort Distribution
Contributor Expertise
Contributor Expertise & Habits
Label Usage Breakdown
Label Usage Breakdown
1

Projects Overview

Identify high-priority active projects versus low-maintenance legacy code.

2

Contributor Expertise

Group contributors by seniority and stack expertise to contextualize metrics.

3

PR Labels Usage

Analyze which labels are actually being used on Pull Requests versus defined standards.

4

Labels Breakdown

Visualize label ratios. Spot duplicates like enhancement vs feature.

5

Auto-Closing Ratio

Measure the percentage of PRs that automatically resolve linked issues.

6

Commit Keywords

Analyze commit messages (e.g. "fix:", "feat:") to automate changelogs.

7

Issue Labels

Ensure taxonomy consistency between your Issue Tracker and Git provider.

8

Scoped Issues Ratio

Ensure every ticket has a clear description before it enters development.

9

Branch Naming

Enforce naming conventions (e.g. feat/, hotfix/) for cleaner repo management.

Trusted by Engineering Leaders

See why modern development teams rely on Keypup to ship faster.

“Keypup allowed us to extract a lot of information from Github that would not be easily accessible otherwise. The support has been great, and the ability to get on a call and go through dashboards I've built has been very helpful in unlocking new possibilities to use the product. We now see what our engagement looks like between members and non-members, allowing us to better understand and interact with our community.”

Read their story

“We increased our YoY productivity by 45% and Keypup helped us identify our pain points and change the game faster. Their support is the best – they helped us understand which metrics would suit our needs, built dashboards for us, and explained them in detail to us. With Keypup I can now say that we really manage our Engineering teams.”

Read their story

“I was genuinely impressed with Keypup, not only because of the ease and speed of integration with our tools but also because it provided immediate access to DORA and other key customizable metrics. The standout was the customer support — they swiftly provided a personalized dashboard that enabled me to comprehend and compute real-time metrics with remarkable ease.”

Read their story

“Keypup is a highly useful and practical platform, boasting user-friendly features and lightning-fast report generation.

The service provided by customer support was excellent, showcasing their dedication to customer satisfaction. We are delighted to be part of the Keypup community.”

Ready to clean up your engineering data?

Connect your repositories and get a full hygiene report in minutes. No credit card required.