At Zoho Analytics, our mission is to democratize analytics for everyone. We recognize that team members across an organization rely on data to make both simple and complex decisions every day. These tasks shouldn’t require ongoing support from IT and data teams, even for basic visualizations.
That’s why we’re excited to announce the launch of Zoho Analytics 6.0! This powerful new version brings together business users, data analysts, data engineers, and data scientists on a single platform, making data-driven decision-making easier and more accessible for all. Welcome to a new era of analytics!
Data Connectors and Data Management
New Connectors
We are enhancing our existing portfolio of over 500+ advanced analytics connectors by adding more than 25 connectors to this list. These additions cater to big data platforms and business applications, including Yellowbrick, ClickHouse, Dremio, Oracle Netsuite, Databricks, Monday.com, Airtable, Qualtrics, ClickUp, and several others.
Effectively analyze your data from different business applications by using our pre-built reports and dashboards. Additional features in Zoho Analytics like Sync history, Audit History, and Undo Import allow you to manage all data sources, including the connectors.
Sync History
Get a detailed overview of data synchronization activities using Sync history in Zoho Analytics. It helps administrators monitor the status of each sync easily, as successful syncs are highlighted in green, while failed syncs appear in red, along with reasons for the failure and required actions.
Click here to learn more.
Audit History
Keep a full track of user and system activities using Audit History in Zoho Analytics. it helps you ensure security and resolve issues easily, using the timestamps and details of the administrator responsible for each action.
Click here to learn more.
Undo Import Enterprise Plan
Automated imports can sometimes have errors and inconsistencies in data, and this can affect the data quality and the results. The import rollback capability reverts the current data import version to its previous version without affecting the existing data flow and analysis, ensuring data integrity.
Click here to learn more.
Data Pipelines Premium Plan
Set up and create data pipelines to setup powerful transformations on your datasets. You can create data pipelines with the no-code visual pipeline builder and perform various transforms on your data like join, append, pivot, and unpivot.
Click here to learn more.
With
Zoho DataPrep license you can also setup end to end ETL (extract, transform and load) pipeline to move data from a variety of applications to Zoho Analytics or other sources.
Multiple Schedule Intervals for Tables
Syncing multiple tables at the same interval, just because they share a source, isn't always optimal. That's why we've introduced flexible scheduling options per connection. Now, each table can have its own unique sync interval, allowing you to better meet its specific requirements.
Click here to learn more.
Stream Data Processing Premium Plan
Now you can use Stream Analytics to analyze the data from live streams. The data can be streamed into Zoho Analytics using API and Google Pub-Sub Push Subscription and can be visualized using Zoho Analytics to get real-time insights.
Data Bucketing
Data bucketing in Zoho Analytics allows you to transform your data into categorical bins, reducing distinct values and simplifying analysis. This feature, now built-in, replaces the need for complex formulas.
Click here to learn more.
Dynamic Image / URL
You can now dynamically associate a URL column with a text column in Zoho Analytics. On associating URL as a link or image, the text column will be either hyperlinked or an image will be displayed alongside the text.
Click here to learn more.
Unified Metrics
Unified Metrics in Zoho Analytics consolidates and standardizes all the metrics (aggregates) from different data sources/tables in a workspace. Now you can promote consistency and avoid duplication of metrics across the tables with ease.
Click here to learn more.
Real-time data sync for Zoho CRM Enterprise Plan
You can now analyze up-to-the-minute CRM data in Zoho Analytics. Zoho CRM users can use the Advanced Analytic connector for Zoho CRM to analyze and visually present real-time data effortlessly.
Dataiku Plug-in
You can now analyze and visualize data in Dataiku ML models using the Zoho Analytics Plugin in Dataiku. Zoho Analytics plugin is now available in Dataiku Plugins page.
Enhancement in Live Connect
Zoho Analytics now allows data sources with Live Connect to be added to workspaces alongside other data sources. Previously, Live Connect sources could not be combined with other data sources in the same workspace.
Click here to learn more.
Visual Analytics
Chart Enhancements
New Chart Types
Zoho Analytics supports 7 new chart types (on top of 50+ existing ones) with extensive customization options to enhance the presentation and interpretation of the data.
-
Sankey charts Sankey charts are ideal for visualizing data flow between nodes and tracking event movement through connected lines. In Zoho Analytics, you can customize node and link colors, adjusting them individually or globally, and set link colors based on source or target nodes. You can choose a basic Sankey chart for simple flows or an Alluvial Chart for complex, multi-stage flows.
-
Racing charts are animated views that are best suited for visualizing the changes in the data over a period of time where the relative ranking of categories is important. They highlight and help comprehend the fluctuations and progression in the data. These types of charts grab the user's attention instantly, providing an immersive experience and helping craft a compelling story about the data.
-
Spark lines are compact charts that show the trends and variations in the data without taking up much space. They are widely used alongside pivot tables and help grasp trends and allow quick comparison of metrics across different fields. Zoho Analytics supports three variations that includes line chart, area chart, and bar chart.
-
Geo Map Layering, add multiple data layers to the geo map to visualize various dimensions of information. This feature includes interactive options for enhanced data exploration.
-
Sunburst charts represent hierarchical data through a series of rings, or concentric circles. Each ring corresponds to a level in the hierarchy. The central or innermost circle represents the root node, or the top-level category. Moving outwards, each subsequent ring represents a subcategory, where the outermost ring is the leaf node. The size of each arc in the ring is proportional to the value of the data.
-
Conversion bar charts show the connected stages of a process and the gradual decrease in data as it moves through different stages of the process. Each stage is represented by a bar, with a step or stair case pattern indicating the shift in values (along with conversion percentage) at each stage.
-
Tree Map is a visualization composed of differently-sized rectangles that represent your data values. This is beneficial when you want to depict the part to whole relationship among various categories.

Interactive Chart Customizations
Experience real-time updates as you customize your chart with the new Chart Settings interface, now available on the right side pane. It provides enhanced customization options with live visual feedback.
Click here to learn more.
Chart Creation as API
Chart creation APIs in Zoho Analytics allow you to programmatically generate various types of charts by customizing data inputs, applying filters, and configuring chart properties. These APIs offer flexibility to create dynamic visual reports directly through code.
Pivot enhancements
Conditional Formatting over other columns in Pivot
This enhancement empowers you to create more dynamic and insightful Pivot Tables by allowing you to apply conditional formatting rules over any column based on the values of another column.
Click here to learn more.
New Conditional Formatting: Color & Icon Bands
Zoho Analytics introduces enhanced Conditional Formatting with Color and Icon Bands in Pivot Tables. This update brings a new level of visual customization, allowing you to highlight critical data points and enhance data comprehension directly within your Pivot Tables.
Click here to learn more.
Data Bars & Waterfall Charts in Pivot
Introducing Data Bars and Waterfall (Bar Range) Charts in pivot tables to analyze complex data sets and highlight key insights directly within your pivot tables. Upgrade your data visualization game with Data Bars and Waterfall Charts in Zoho Analytics. Start transforming your Pivot Tables into powerful storytelling tools today!
Dashboard Enhancements
Add Elements in Dashboard
The Dashboard Designer interface now includes an "Add Elements" section for easily incorporating widgets, text, images, and embedded URLs into your dashboard. Simply drag and drop these elements to add them. The Text element offers enhanced formatting options, while the Image element features a built-in editor for direct image customization.
Enhanced Themes and Background in Dashboard
Want to create stunning dashboards with reports over transparent cards and image as background? Try our new themes and background card effect feature. With wide customization options to improve the visual aesthetics, this helps enhance the clarity of the reports and widgets.
Changing date functions based on Time Slicer
Enhance user interaction on your dashboard by dynamically adjusting the date functions of reports based on the applied Time Slicer. The selected date function and interval in the Time Slicer will automatically update the date functions across all reports within the dashboard.
Customizing the width of Dashboard Designer Area
You can now customize the width of the Dashboard layout to suit your specific design needs. By setting the desired width, you can also design dashboards that could fit in applications where you are embedding them, ensuring a visually appealing layout.
Widget Enhancements
-
Image support in widgets: Enhance your dashboard’s visual appeal and user engagement by adding custom icons to KPI widgets to convey information at a glance, without lengthy descriptions. You can use the in-built image customization options like changing color, cropping, etc., to cater your needs.
-
Widgets with forecast: Based on your current data trend, get a better understanding of how close you are to your goals by adding forecast value to your widgets.
Export as PPT
You can now export a dashboard as a Microsoft PowerPoint file. The snapshot of each view in the dashboard will be exported as an individual slide.
Copy and Paste Reports in Dashboard
Now you can easily copy and paste the reports in your dashboard from one tab to another.
Interactive Customizations
Global User Filters
Expand the functionality of Global User Filters in your dashboard for deeper analysis with our latest enhancement. You can either select common filters across tabs as global filters or apply the same filter to all tabs when they share the same base data.
Click here to learn more.
Sharing User Filter Presets
You can now share saved user filter presets with other users. Dashboard users can utilize the shared presets or create their own custom presets.
Drill Through
Navigate and view the reports related to the specific data points using the drill through function. You can easily link all the related reports specific to a metric or dimension.
Click here to learn more.
Generative AI Infused Analytics
Diagnostics Insights
Find out the reason 'Why' behind any insight with diagnostic insights. Analyze the key drivers with significant impact and take informed actions based on these insights.

Visual Zia Insights
Zia Insights now provides visual narratives! Visuals help process information far more efficiently than lengthy text descriptions. These visuals facilitate multi-dimensional interpretations like comparison, contribution, distribution, trends and proportions.
Click here to learn more.

Configurable Insights
Customize the insights generated by Ask Zia to focus on the columns of your choice. This feature provides configurable insights tailored to your selected data.

Complex Queries
Ask Zia in conversation mode can now provide you with results for complex mathematical queries to find correlation and trend strength in your data.
Click here to learn more.
Enhancements in OpenAI Integration
- Increase the accuracy of your OpenAI results in Ask Zia by using your workspace metadata. This can be done by enabling the OpenAI RAG (Retrieval-Augmented Generation) feature in Organization Settings.
- You can now use OpenAI in Ask Zia conversation mode to create formulas and make data preparation easier by helping you build complex queries. Type your needs in simple language and get answers instantly.
- Workspace Admins can also use OpenAI integration in Ask Zia.
Ask Zia Bot in Microsoft Teams
Combine the generative AI capabilities of Zoho Analytics' Ask Zia with Microsoft Teams. Get answers to your data queries, access key business insights quickly, predict future trends, and build reports right from within Microsoft Teams with Ask Zia bot.
Click here to learn more.

Auto Analyze 2.0
Zoho Analytics offers enhanced control over auto-generated reports and dashboards. You can choose from a list of generated reports and dashboards before adding them, and also select which columns should be auto-analyzed.
Click here to learn more.
Zia Suggestions
Introducing the new Zia Suggestions, where you can receive smart chart recommendations during the creation process. Zia provides tailored chart options based on your data, allowing you to preview and apply them with a single click.
Click here to learn more.
Predictive AI
Anomaly Detection
Anomaly detection allows you to easily identify outliers in your data or metrics. You can now create charts that visually highlight these anomalies for quick attention and action. Zoho Analytics uses advanced machine learning algorithms and statistical models to detect outliers. You can also set data alerts based on anomalies to ensure timely identification of vital change in the key business metrics and potential issues.
Click here to learn more.
Influencing Factors in Forecasting (Multi-variate forecasting)
Try our new influencing factors option in forecasting, that enables you to provide dependent factors for accurate prediction of outcomes. For example, when you forecast a sales metric it will just predict purely based on historical data, but you can get more accurate predictions in forecast by considering influencing (dependent) factors like marketing spending, sign ups, etc.,
Click here to learn more.
Cluster Analysis Premium Plan
Visualize data grouped as 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.
Click here to learn more.
Data Science & Machine Learning Studio
Auto ML Enterprise Plan
Build custom machine learning models with No-code assistant. Easily train, test, compare, deploy and manage models. Perform feature engineering, parameter tuning and model analysis as you build models.
Click here to learn more.
Code Studio Enterprise Plan
Develop custom models and data transformations using Python code studio. Build them from scratch or import them from other sources. Integrated Python development environment with Zia code suggester for accelerated development.
Click here to learn more.
Platform Extensibility
Linked Workspaces
Linked Workspaces in Zoho Analytics establishes a connection between two distinct workspaces, allowing them to push views from one workspace to another. In this connection, one acts as a primary workspace and the other acts as a child workspace. The views from a primary workspace can be effortlessly pushed to multiple child workspaces with a single click or set to synchronize periodically for automatic updates.
Custom Connector Premium Plan
Build your own data connector for any application using a no-code connector builder. Publish and sell your custom connectors on Zoho Marketplace, if required.
Zoho Flow in Alerts Premium Plan
You can now use Zoho Flow to perform actions in other applications whenever an alert is triggered in Zoho Analytics using Zoho Flow. For example, a ticket can be created in Zendesk based on the alert triggered in Zoho Analytics.
Client SDK
New Javascript based Client SDK to extend & customize the user experience of reports within embedded applications. You can control interactions like sort, export, user filters, change chart type and other actions with the JS API.
BI Fabric
Create unified BI portals by collating insights from other BI applications such as Tableau and Power BI along with Zoho Analytics. Setup fine-grained access control on the portal for secure access. Unified BI Fabric portal helps in easy access to insights from a centralized portal, breaking the boundaries across BI services.
Click here to learn more.

Security Enhancements
Zoho Directory
Zoho Analytics integration with Zoho Directory allows administrators to setup single sign-on, Active Directory sync, handle user access management and more.
Click here to learn more.

Access Restriction
Zoho Analytics now offers enhanced security controls to setup fine-grained access restrictions at the workspace level. Apart from the organization level access restriction controls, this new update allows you to setup different restrictions for different workspaces.
IP Restriction
Configure workspace-level IP restrictions for enhanced security and prevent unauthorized access. Previously, IP restrictions were available only at the account level.
Click here to learn more.

Other Updates
UI Enhancements
New Intuitive and User-friendly Interface
Zoho Analytics' new user experience features glass-morphism, offering a modern, translucent design that improves visual clarity. This sleek update makes data visualization more intuitive and user-friendly.
Right to Left User Interface
Zoho Analytics now supports a right to left user interface. This option is best suited for languages like Arabic and Hebrew that are read from right to left.
Puvi Font Support
Zoho Analytics now supports Zoho's own font, Puvi. You can try this new font from the Profile tab.
Unused Views in Workspace
Views and tables created in Zoho Analytics may sometimes go unused for extended periods due to reduced relevance. These inactive views and tables are now categorized under the "Unused Views" section at the workspace level, helping you decide whether to maintain or remove them.
Share to Slack
Improve collaboration and increase productivity by integrating Slack and Zoho Analytics.You can now easily share tables, reports, and dashboards to Slack users by this integration.
Click here to learn more.
Recent Topics
Zoho Projects - Unread Comment Icon
Hi Projects Team, It would be great if there was a notification I con on the comments icon so it's easy to see which tasks have new comments. Something like a red circle with a number of unread comments would be great. Thanks for considering my feed
Zoho Projects - Update Feed via API
Hi Projects Team, Please consider adding an API to allow update and retrieval of messages to the Feed. Thank you
Automated log-out/session end
I'm concerned about security of our data. Is it possible to set an automatic time-out for user sessions on Zoho CRM, after a certain period of inactivity or when the session reaches a certain duration (12 hours perhaps)?
Subform auto populate values
Hi Team, I’m trying to retrieve values from Zoho People using API functions and dynamically populate them into a subform. For example, I’ve created a form with several fields that users will fill out. Based on their input, I need to fetch records from
What is New in CRM Functions?
What is New in CRM Functions? Hello everyone! We're delighted to share that Functions in Zoho CRM have had a few upgrades that would happen in phases. Phase 1 An all new built-in editor for better user experience and ease of use. ETA: In a couple of days.
Gantt Chart - Zoho Analytics
Are there any plans to add Gantt Charts capabilities to Zoho Analytics?
WhatsApp Calling Integration via Zoho Desk
Dear Zoho Desk Team, I would like to request a feature that allows users to call WhatsApp numbers directly via Zoho Desk. This integration would enable sending and receiving calls to and from WhatsApp numbers over the internet, without the need for traditional
Identify long running sync jobs/tables
My sync process causes strain on my production database and I'd love some tools/alerts to help me identify which tables are taking the longest. The current screen only shows 3 tables at a time and truncates the last fetch time so that it is very cumbersome
Temporarily rate limited due to IP reputation.
We have suddenly started receiving the following Mail Delivery Status Notification: Diagnostic-Code: 4.7.650 The mail server [136.143.184.12] has been temporarily rate limited due to IP reputation. For e-mail delivery information, see https://aka.ms/postmaster
Zoho Analytics Regex Support
When can we expect full regex support in Zoho Analytics SQL such as REGEXP_REPLACE? Sometimes I need to clean the data and using regex functions is the easiest way to achieve this.
Automatically CC an address using Zoho CRM Email Templates
Hi all - have searched but can't see a definitive answer. We have built multiple email templates in CRM. Every time we send this we want it to CC a particular address (the same address for every email sent) so that it populates the reply back into our
Solution to Import PST File into Office 365.
MailsDaddy OST to Office 365 Migration Tool is an outstanding solution to recover OST files and migrate them into Office 365 without any hassle. Using this software users can multiple OST files into Office 365 with complete data security. It offers users
Series Label in the Legend
My legend reads 'Series 1' and 'Series 2'. From everything I read online, Zoho is supposed to change the data names if it's formatted correctly. I have the proper labels on the top of the columns and the right range selected. I assume it's something in
Associate emails from both primary and secondary contacts to deal
We need to associate emails from multiple contacts to a deal. Please advise how this can be achieved. At present, only emails from primary contacts can be associated. Thanks
New integration: Zoho Sign for Zoho Projects
Hey there! We’re excited to announce the brand-new Zoho Sign integration for Zoho Projects! With this integration, users can now send documents for signatures, track their progress, and manage approvals—all without leaving Zoho Projects. This bridges
Update to attachment display in ticket threads
This enhancement will provide faster access for support teams and end-users, significantly boosting productivity for everyone. Get ready for a more efficient and satisfying experience! Immediate benefits Faster ticket rendering reduces wait times and
Narrative 15: Blueprint - Automate, guide, and transform your support processes
Behind the scenes of a successful ticketing system: BTS Series Narrative 15: Blueprint - Automate, guide, and transform your support processes Even organizations that deliver quality products and services can face low customer satisfaction when their
Different MRP / Pricing for same product but different batches
We often face the following situations where MRP of a particular product changes on every purchase and hence we have to charge the customer accordingly. This can't be solved by Batch tracking as of now so far as I understand Zoho. How do you manage it as of now?
Batch/lot # and Storage bin location
Hi I want to ask for a feature on Zoho inventory I own a warehouse and I've gone through different management software solutions with no luck until I found Zoho, it has been a game changer for my business with up to the minute information, I'm extremely happy with it. It's almost perfect. And I say Almost because the only thing missing for me (and I'm sure I'm not alone) is the need of being able to identify the lot number of my inventory and where it is located in the warehouse. Due to the nature
ZOHO BOOKS - RECEIVING MORE ITEMS THAN ORDERED
Hello, When trying to enter a vendor's bill that contains items with bigger quantity than ordered in the PO (it happens quite often) - The system would not let us save the bill and show this error: "Quantity recorded cannot be more than quantity ordered."
Good news! Calendar in Zoho CRM gets a face lift
Dear Customers, We are delighted to unveil the revamped calendar UI in Zoho CRM. With a complete visual overhaul aligned with CRM for Everyone, the calendar now offers a more intuitive and flexible scheduling experience. What’s new? Distinguish activities
Sync desktop folders instantly with WorkDrive TrueSync (Beta)
Keeping your important files backed up and accessible has never been easier! With WorkDrive desktop app (TrueSync), you can now automatically sync specific desktop folders to WorkDrive Web, ensuring seamless, real-time updates across devices. Important:
Latest update caused issue in using marathi typingzoho
With latest update now marathi typing does Not work in zohonotebook. I preferred zoho over other because it was supporting marathi font without any distortion.. But after new update,keyborad simply does not work
Writer update results in BitDefender blocking it as malware
After updating Writer to latest update, Bitdefender blocked the app and writer no longer runs.
Zoho Books - New Interface keep details with PDF View
Hello, The Zoho Books Interface has changed for estimates etc... One thing is causing issues though. Before the change, in PDF view you could see the detail information including custom fields entered for the estimate. Now, you have to switch between
Zoho One Unified Portal - Applications
Hello, It is great to see the work on the New Unified Customer Portal. Thanks for that. The number of applications is limited though. It is now only around the Zoho Books ecosystem (Books, Expense...) and Zoho Social. = Are other applications planned
Refresh frequency
Dear Zoho Team, I really, truly appreciate that Zoho Books gets frequent updates. As a matter of fact this is how a good SaaS company should stay on top. However, I feel that I have to hit refresh almost every day. This was exciting at the beginning but
Refund
My plan expired today, and I updated my payment details with a new credit card. At the same time, I wanted to downgrade, but the system wouldn’t allow the downgrade until the payment details were updated. As a result, I was charged for the same plan before
Add "Fetch Composite Item" Action for Inventory
I want to make a Flow that uses information returned in the GET call for Composite Items, and it's not currently available in Zoho Flow. Please consider adding this functionality.
Calling Function via REST API with API Key gives 401 using Zoho Developer
Hi, I created a couple of functions using the one month trial of Enterprise edition, which I was able to call using the API Key method from Postman and from an external site. Now that my trial has expired, I have created the same functions in the Developer
Error due to - 'Internal Exception' when uploading Sign-generated PDF file to workdrive via Deluge in Zoho CRM
Hi I wasnt getting this error a few days ago and my code had not changed, so I'm wondering if there's a Zoho bug somewhere? I am downloading a PDF file from a Zoho Sign url using invokeurl and then uploading it to a Workdrive folder using zoho.workdrive.uploadFile.
Embed CRM record images in email templates
I have email templates that I want to embed dynamic images in their body - not as an attachment. For the context, the image is a QR code individual to each contact. So there are couple of challenges for which I think there is no solution in CRM: 1/ I
Assign multiple departments to multiple helpcenters
Hi there! I have a reseller company for a software and I'm using Zoho Desk as my helpcenter and ticket management system. The software is great and I would like to make a suggestion! With multi-branding activated, your departments that visible in help
Zoho Desk Training
Hello, We've had Zoho desk for a while now, but we run into issues occasionally, and I was wondering if there was a customer who currently uses it and really enjoys the functionality, that would be wiling to chat with us?
Advanced Customization of the Help Center using JavaScript
Hello everyone, The Help Center in Zoho Desk can be customized by using HTML and CSS to provide structure and enhance the page's appearance—but what if you want to add interactive and dynamic elements? You can add these effects with JavaScript, a programming
Exciting Updates to the Kiosk Studio Feature in Zoho CRM!
Hello Everyone, We are here again with a series of new enhancements to Kiosk Studio, designed to elevate your experience and bring even greater efficiency to your business processes. These updates build upon our ongoing commitment to making Kiosk a powerful
Edit default "We are here to help you" text in chat SalesIQ widget
Does anyone know how this text can be edited? I can't find it anywhere in settings. Thanks!
PO Based Advance payment to Vendor
We recommend to introduce a provision at PO to make advance payment to vendors and auto apply that advance paid later at the time of Vendor Bill submission for that PO. This will help us track PO-wise Total Payments.
Converting Customer Invoice to Purchase Bill
Hi, In my service-based business, I sometimes create the customer invoice first, and later I receive the purchase bill from the vendor for the same job. Is there any option in Zoho Books to: Convert a customer invoice into a purchase bill, or Link/associate
Getting Project Template List using the REST API
I am trying to confirm that I can use the REST API to create a project using a project template. The API documentation indicates this is possible by providing the Template ID, but it is not clear at all how to get a list of available Project Templates
Next Page