GitHub has built Qubot, an internal analytics agent powered by Copilot that lets employees ask questions about company data in plain English instead of writing SQL. According to the GitHub Blog, the team is sharing what they learned building this AI-powered data interface — lessons relevant to anyone deploying AI agents in enterprise settings.

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