Zoho Analytics is an AI-powered self-service BI and analytics platform that helps businesses collect, prepare, visually analyze, and present insights from their data, all within minutes. It allows you to create and manage complex ETL data pipelines using its visual pipeline builder, process stream data for real-time analytics, and set up a strong metrics layer for quality analysis and management. The platform offers integration with 500+ native data sources, like files, feeds, local and cloud databases, cloud storage, and popular business apps. Each business app integration is bundled with 100+ domain-specific prebuilt reports/dashboards, pre-trained NLQ models, smartly modelled and blended data across business applications, and lots more. Our AI-powered, self-service data preparation and management platform helps clean, transform, enrich, and catalog data. An intuitive drag-and-drop visualization builder can also be used to build insightful and interactive reports/dashboards using a wide variety of visual components like charts, widgets, pivot tables, tabular views, and much more. Zoho Analytics is engineered with advanced generative AI capabilities. Converse with Ask Zia, our NLQ interface, and get answers in the form of reports. Ask Zia is now multilingual and more powerful. Enrich your analysis with automated insights by using our NLG-powered narration engine, Zia Insights. With diagnostic analytics for smarter decision-making, Zia Insights takes automated insights to the next level. Enumerate complex business scenarios with what-if analysis. Forecast KPIs and uncover trends/patterns with advanced analytical capabilities. Leverage cognitive analysis for keyword extraction, sentiment analysis, and more. Zoho Analytics also allows you to create ML models with no-code assistance or develop custom models and functions using Python Code Studio. Zoho Analytics even allows embedding our full-fledged analytics platform into other software applications. Immersive data stories can be crafted and presented through slideshows or purpose-built analytics portals. The platform also facilitates secure collaboration over reports/dashboards through contextual comment threads and real-time messaging. Zoho Analytics has a robust set of APIs that enables elaborate customization and highly extensible low-code/no-code integration with any technology stack. The platform also offers a high degree of flexibility with regard to deployment (private/public/multi-cloud/on-premises) and platform extensibility (professional services/partner support/marketplace). Being a modern and scalable platform, Zoho Analytics can readily match growing data volumes and usage. Its time-tested and accredited enterprise-grade security features and governance framework ensure continuous data management and stewardship. On top of everything else, the TCO for Zoho Analytics—including licensing, implementation and customizations, training, and support—is the lowest among market peers.