Powerful data management hub
Visualization
Generative AI-infused analytics
Predictive AI
Data science & machine learning
Collaboration & data storytelling
Powerful data management hub
Visualization
Generative AI-infused analytics
Predictive AI
Data science & machine learning
Collaboration & data storytelling
Powerful data management hub
Visual Data Pipelines
Metrics layer
Create & manage all business metrics in a single place, ensuring consistency, reliability, reusability, and access control. Metrics can be used to create reports & dashboards or consumed independently through an API.
![Metrics layer](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/metrics-layer.jpg)
Stream analytics
Connect and analyze streaming data for real-time insights. Process streams from Google Pub/Sub, Kafka, PubNub, APIs, and more
![Streaming analytics](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/streaming-analytics.jpg)
New integrations
We're introducing 25+ new connectors for enterprise business apps and big data platforms, including Netsuite, Monday.com, Dynamics Business Central, Zoho Marketing Automation, Amazon Seller Central, Databricks, Airtable, Dremio, ClickHouse, and more
![Integrations](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/integrations.jpg)
Data bucketing
Categorize or group data points easily with the 'Bucket Columns' options in Zoho Analytics to make data analysis easier.
![Real-time synchronization for Zoho CRM](http://www.zohowebstatic.com/sites/zweb/images/analytics/data-bucketing-overview.jpg)
Visualization
New visual components
Map layering
Enhance the richness of your geo maps by adding multiple data layers to visualize different dimensions of data. Layered geo maps also support immersive interactions for enhanced data exploration.
![Map layering](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/map-layering.jpg)
Powerful dashboard builder
We have upgraded the dashboard builder with a new layout and features like moving report views between tabs, adding images to widgets, global user filters, and new themes with images, gradients, and more.
![Powerful dashboard builder](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/dashboard-builder.jpg)
Generative AI-infused analytics
Decision intelligence with diagnostic analytics
Enhanced Ask Zia
Seamlessly converse with the Ask Zia bot directly within Microsoft Teams. Ask Zia is now multilingual, with support for Spanish and French. You can also use the OpenAI-powered SQL query suggester within Ask Zia to build query tables.
![Enhanced Ask Zia](http://www.zohowebstatic.com/sites/zweb/images/analytics/enhanced-ask-zia.jpg)
Auto analysis
Generate automated metrics, reports, and dashboards from your data using the enhanced auto-analysis engine. You can also customize the output with advanced controls.
![Auto analysis](http://www.zohowebstatic.com/sites/zweb/images/analytics/auto-analysis.jpg)
OpenAI integration
Leverage the power of OpenAI's large language models (LLMs) within Ask Zia to build complex queries, construct metrics and formulas, and discover public datasets.
![OpenAI integration](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/openai-integration.jpg)
Predictive AI
Anomaly detection
Cluster analysis
Visualize data grouped into clusters using a variety of ML models (k-mean, k-mode, and k-prototype). Intuitively segment and analyze data groups, for common patterns and affinity.
![Cluster analysis](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/cluster-analysis.jpg)
Multivariate forecasting
Our upgraded forecasting engine now accounts for dependent factors to deliver highly accurate and insightful predictions.
![Multivariate forecasting](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/multivariate-forecasting.jpg)
Data science & machine learning
AutoML
Code studio
Collaboration & data storytelling
Visual narratives
BI fabric
Create unified BI portals by collating insights from other BI applications, such as Tableau and Power BI. Set up fine-grained access controls on the portal to ensure secure access.
![BI fabric](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/bi-fabric.jpg)
Insights in slideshows
Zia Insights narratives can now be easily integrated into your slideshows, providing contextual enhancements to your data story.
![Insights in presentations](http://www.zohowebstatic.com/sites/zweb/images/analytics/whats-new/insights-in-presentation.jpg)
Export as PPT
Export multiple views as a Microsoft PowerPoint presentation. Enhance security by protecting the file with a password.
![Insights in presentations](http://www.zohowebstatic.com/sites/zweb/images/analytics/export-as-ppt-overview.jpg)