Zoho Analytics is a self-service business intelligence tool that allows businesses to analyze data from over 250 sources, create visual reports, and share them with colleagues while maintaining control over visibility and actions. It supports data integration, cross-functional analytics, and customizable dashboards, enabling collaboration across various business applications like Zoho CRM and Zoho Desk. Users can automate report scheduling and embed analytics capabilities into other solutions for enhanced functionality.