Software.com automates data to measure and benchmark the impact of GitHub Copilot on developer productivity.

Our platform measures key productivity metrics for Copilot-assisted teams vs. company baselines. We automatically detect GitHub Copilot usage and set up groups for you to compare.

Getting started is fast and simple. Just connect your company’s GitHub.

Automated Copilot Telemetry

Get fully-automated GitHub Copilot metrics and insights that work out of the box. Measure Copilot adoption, effectiveness, and productivity impact.

Measure Copilot Impact, ROI

Baseline and track team performance against industry and scale benchmarks. See how Copilot impacts productivity over time with up to two years of historical data.

Data Without Compromise

We designed privacy, security, and access control into every aspect of our product and software, down to the infrastructure that powers it all.

• Never reads code: We never read, transmit, or store source code. We do not edit or modify code or files.
• Read-only access: We request minimum permissions and use read-only API calls to analyze Git metadata.
• SOC 2 compliant: We are SOC 2 Type 2 compliant and monitor our security posture on an ongoing basis.