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
MTD SA in the UK
Hello ID 20106048857 The Inland Revenue have confirmed that this tax account is registered as Cash Basis In Settings>Profile I have set ‘Report Basis’ as “Cash" However, I see on Zoho on Settings>Taxes>Income Tax that the ‘Tax Basis’ is marked ‘Accrual'
workflow not working in subform
I have the following code in a subform which works perfectly when i use the form alone but when i use the form as a subform within another main form it does not work. I have read something about using row but i just cant seem to figure out what to change
Fetch data from another table into a form field
I have spent the day trying to work this out so i thought i would use the forum for the first time. I have two forms in the same application and when a user selects a customer name from a drop down field and would like the customer number field in the
Record comment filter
Hi - I have a calendar app that we use to track tasks. I have the calendar view set up so that the logged in user only sees the record if they are assigned to the task. BUT there are instances when someone is @ mentioned in the record when they are not
How to View Part Inventory and Warehouse Location When Creating a Work Order in Zoho FSM
Hi everyone, We’re currently setting up Zoho FSM and would like to improve how our team selects parts when creating a Work Order. Right now, when we add a part or item to a Work Order, we can select it from our Zoho Inventory list but we don’t see any
FSM too slow today !!
Anybody else with problem today to loading FSM (WO, AP etc.)?
Not able to Sign In in Zoho OneAuth in Windows 10
I recently reset my Windows 10 system, after the reset when I downloaded the OAuth app and tried to Sign In It threw an error at me. Error: Token Fetch Error. Message: Object Reference not set to an instance of an object I have attached the screenshot
Mapping a custom preferred date field in the estimate with the native field in the workorder
Hi Zoho, I created a field in the estimate : "Preferred Date 1", to give the ability to my support agent to add a preferred date while viewing the client's estimate. However, in the conversion mapping (Estimate to Workorder), I'm unable to map my custom
The sending IP (136.143.188.15) is listed on spamrl.com as a source of spam.
Hi, it just two day when i am using zoho mail for my business domain, today i was sending email and found that message "The sending IP (136.143.188.15) is listed on https://spamrl.com as a source of spam" I hope to know how this will affect the delivery
Delegates - Access to approved reports
We realized that delegates do not have access to reports after they are approved. Many users ask questions of their delegates about past expense reports and the delegates can't see this information. Please allow delegates see all expense report activity,
Split functionality - Admins need ability to do this
Admins should be able to split an expense at any point of the process prior to approval. The split is very helpful for our account coding, but to have to go back to a user and ask them to split an invoice that they simply want paid is a bit of an in
Is there a way to request a password?
We add customers info into the vaults and I wanted to see if we could do some sort of "file request" like how dropbox offers with files. It would be awesome if a customer could go to a link and input a "title, username, password, url" all securely and it then shows up in our team vault or something. Not sure if that is safe, but it's the best I can think of to be semi scalable and obviously better than sending emails. I am open to another idea, just thought this would be a great feature. Thanks,
Single Task Report
I'd like a report or a way to print to PDF the task detail page. I'd like at least the Task Information section but I'd also like to see the Activity Stream, Status Timeline and Comments. I'd like to export the record and save it as a PDF. I'd like the
Auto-response for closed tickets
Hi, We sometimes have users that (presumably) search their email inbox for the last correspondence with us and just hit reply - even if it's a 6 month old ticket... - this then re-opens the 6 month old ticket because of the ticket number in the email's subject. Yes, it's easy to 'Split as new Ticket', but I'd like something automated to respond to the user saying "this ticket has already been resolved and closed, please submit a new ticket". What's the best way to achieve this? Thanks, Ed
How to Push Zoho Desk time logged to Zoho Projects?
I am on the last leg of my journey of finally automating time tracking, payments, and invoicing for my minutes based contact center company - I just have one final step to solve - I need time logged in zoho desk to add time a project which is associated
Cannot access KB within Help Center
Im working with my boss to customize our knowledge base, but for some reason I can see the KB tab, and see the KB categories, but I cannot access the articles within the KB. We have been troubleshooting for weeks, and we have all permissions set up, customers
Export to excel stored amounts as text instead of numbers or accounting
Good Afternoon, We have a quarterly billing report that we generate from our Requests. It exports to excel. However if we need to add a formula (something as simple as a sum of the column), it doesn't read the dollar amounts because the export stores
why my account is private?
when i post on zohodesk see only agent only
Getting ZOHO Invoice certified in Portugal?
Hello, We are ZOHO partners in Portugal and here, all the invoice software has to be certified by the government and ZOHO Invoice still isn´t certified. Any plans? Btw, we can help on this process, since we have a client that knows how to get the software certified. Thank you.
500 Internal Server Error
I have been trying to create my first app in Creator, but have been getting the 500: Internal Server Error. When I used the Create New Application link, it gave me the error after naming the application. After logging out, and back in, the application that I created was in the list, but when I try to open it to start creating my app, it gives me the 500: Internal Server Error. Please help! Also, I tried making my named app public, but I even get the error when trying to do that.
Client Script | Update - Client Script Support For Portals
Dear All! We are excited to announce the highly anticipated feature: Client Script support for Portals. We understand that many of you have been eagerly awaiting this enhancement, and we are pleased to inform you that this support is now live for all
Professional Plan not activated after payment
I purchased the Professional Plan for 11 users (Subscription ID: RPEU2000980748325) on 12 September 2025, and the payment has been successfully processed. However, even after more than 24 hours, my CRM account still shows “Upgrade” and behaves like a
how to edit the converted lead records?
so I can fetch the converted leads records using API (COQL), using this endpoint https://www.zohoapis.com/crm/v5/coql and using COQL filter Converted__s=true for some reasons I need to change the value from a field in a converted lead record. When I try
Auto Update Event Field Value on Create/Edit
Hi there, I know this question has been posted multiple times and I've been trying many of the proposed similar scripts for a while now but nothing seems to work... what might I do wrong? The error I receive is this: Value given for the variable 'meetingId'
Pre-orders at Zoho Commerce
We plan to have regular producs that are avaliable for purchase now and we plan to have products that will be avaliable in 2-4 weeks. How we can take the pre-orders for these products? We need to take the money for the product now, but the delivery will
Constant color of a legend value
It would be nice if we can set a constant color/pattern to a value when creating a chart. We would often use the same value in different graph options and I always have to copy the color that we've set to a certain value from a previous graph to make
Zoho Pagesense really this slow??? 5s delay...
I put the pagesense on my website (hosted by webflow and fast) and it caused a 5s delay to load. do other people face similar delays?
Payroll and BAS ( Australian tax report format )
Hello , I am evaluating Zoho Books and I find the interface very intuitive and straight forward. My company is currently using Quickbooks Premier the Australian version. Before we can consider moving the service we would need to have the following addressed : 1.Payroll 2.BAS ( business activity statement ) for tax purposes 3.Some form of local backup and possible export of data to a widely accepted format. Regards Codrin Mitin
Problem with Email an invoice with multiple attachments using API
I have an invoice with 3 attachments. When I send an email manually using the UI, everything works correctly. I receive an email with three attachments. The problem occurs when I try to initiate sending an email using the API. The email comes with only
Page Layouts for Standard Modules like CRM
For standard modules like quotes, invoices, purchase orders, etc, it would be a great feature to be able to create custom page layouts with custom fields in Zoho Books similar to how you can in Zoho CRM. For example, and my current use case, I have a
Non-depreciating fixed asset
Hi! There are non-depreciable fixed assets (e.g. land). It would be very useful to be able to create a new type of fixed asset (within the fixed assets module) with a ‘No depreciation’ depreciation method. There is always the option of recording land
Fixed asset management
I want to know if there is any individual module for fixed assets management
One time sale item in billing automatically detects as service
if i have some items which i don't want to add in my "item" list because its sold only for one time. but when i type item name in invoice, it (system) automatically takes it as a service and despite of HSN , it shows SAC code to be entered. if its selectable i.e. either item or service , it would be very helpful and a must have feature.
Project template after project creation
How can I apply a project template AFTER the project has been created?
convert the project to templet
i have some deployment ME product for different customer , i need to create a fixed template for use it rather then keeping creating this template every time
Seriously - Create multiple contacts for leads, (With Company as lead) Zoho CRM
In Zoho CRM, considering a comapny as a lead, you need us to allow addition of more than one contact. Currently the Lead Section is missing "Add contact" feature which is available in "Accounts". When you know that a particular lead can have multiple
Related Module in Sharing Rules
Zoho CRM team recently added the feature to filter records by Related Records It will be really beneficial if we can have this feature for Sharing Rules as well
Assignment Thresholds Resetting After Lead Conversion
Hello everyone, We're facing an issue with Zoho CRM's lead assignment thresholds that makes them unsuitable for our workflow. I'm hoping to find a potential workaround or solution from the community. Here’s our current process: A new lead is created automatically
Zoho CRM Analytics - Allow To Reorder Dashboards
I would like to suggest that you add the ability to reorder dashboards in the Analytics Module. I can see that this has been requested some time ago, the latest 9 years ago. I am not sure if this is a big or small endeavor, but such a small fix can go
Territory view for custom modules?
I have recently activated territories however I can't seem to find how to use territories for custom modules? These modules have territories: Contacts / Accounts / Opportunities These modules don't have territories: Buildings (custom module) and
Next Page