IonQ engineer built MindRoom, an open-source AI agent platform that works like a chat app, giving employees personal and team agents connected to company data sources like Slack, Jira, and code repositories. After initial slow adoption through pilots, a company-wide demo showing the agent's ability to explain complex programs drove rapid adoption, with hundreds signing up and adoption reaching about a third of eligible employees within weeks.