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Self-service BI and embedded analytics.
BI & Analytics is anchored by Zoho Analytics — a self-service BI platform with 250+ pre-built data connectors, drag-and-drop dashboards, embedded analytics, and a natural-language query interface (Ask Zia). Analytics ships bundled with most Zoho One bundles; for non-bundled customers, it is licensed separately by row count. The cluster also includes DataPrep (data preparation pipelines) and the embedded Sigma Analytics surfaces inside Books and CRM.
The consultant's question is almost never "should we use Analytics?" — it is "should we centralise on Analytics or use Power BI / Tableau / Looker?" Analytics wins for Zoho-native shops; the major BI tools win for shops with significant non-Zoho data.
Each cell scores how strongly a product covers a capability theme, derived from its dossier copy. Darker means stronger keyword presence.
| Theme | Zoho Analytics | Zoho DataPrep |
|---|---|---|
| Dashboards | 1 | 1 |
| Data prep & ETL | 1 | 3 |
| AI & natural language | 3 | 3 |
| Embedded & sharing | 1 | · |
| Connectors | · | 1 |
End-to-end BI platform supporting 500+ data source connections (databases, data lakes, warehouses, business apps), AI-powered data preparation, 50+ visualization types, natural language querying (Ask Zia), automated narrative insights (Zia …
AI-powered ETL and data preparation platform with a visual pipeline builder, 250+ transformation functions, Ask Zia for natural language pipeline creation, 70+ source connectors, ML-powered sentiment analysis, keyword extraction, data quali…