Mermaid AI is a chart generation tool developed by the Mermaid JS team. It allows for quick chart creation from text, streamlining documentation processes and enhancing team communication efficiency. The tool supports various chart types, including flowcharts, sequence diagrams, and Git graphs, and features code-driven automation that makes managing design systems and onboarding new members more efficient and manageable.