Mode Analytics combines SQL editing, Python/R notebooks, and visualization in a collaborative platform for data teams. Pricing starts around $35/user/month for Business tier with Enterprise pricing custom. The platform differentiates through its notebook-style workflow where SQL queries, Python analysis, and visualizations live together in shareable reports. Definition layer enables consistent business logic across queries. Features include version history for all analysis, scheduled refreshes, embedded sharing options, and Slack integration for alerts. AI capabilities include natural language query generation and automated insight suggestions. Supports most SQL databases plus direct connections to cloud warehouses. The collaborative annotation and commenting system enables team discussion on specific analyses. Best suited for data teams valuing the analysis process documentation alongside results. Page should cover: notebook workflow demonstration, SQL + Python/R integration, Definition layer configuration, collaboration features, pricing tiers comparison, comparison with Hex and Deepnote, and use cases for data teams.