GitHub BlogJun 19, 2026, 4:00 PMNatalie Guevara

How GitHub Built Qubot, a Copilot-Powered Internal Data Analytics Agent

Original: How we built an internal data analytics agent

GitHub shares lessons from building Qubot, a Copilot-powered agent letting employees query internal data in plain language.

GitHub has published a case study on Qubot, an internal analytics agent built on GitHub Copilot that lets any GitHub employee ask questions about company data in plain language. The project democratizes access to internal datasets without requiring SQL knowledge or analyst involvement. The post focuses on the engineering lessons the team learned during development and deployment.

GitHub has published a case study describing how it built Qubot, an internal data analytics agent powered by GitHub Copilot that enables any GitHub employee to query the company's internal datasets using plain-language questions rather than SQL or other technical query languages.

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