We are delighted to open up the next major version, Zoho Analytics 6.0 Beta! The new version comes packed with a wide range of functionalities for all persona, namely business users, data analysts, data engineers, and data scientists. Zoho Analytics team has meticulously developed these functionalities with a focus on current and future business needs, incorporating valuable user & market feedback.
New capabilities in Zoho Analytics 6.0 Beta includes more data connectors, new visualizations, new interactions, advanced analytical models , the ability to build custom ML models, and 60+ features.

Note: 6.0 Beta is now available in all paid plans to try out. Features available in specific plans are annotated inline.
1. Data Connectors & Data Management
New Connectors
We are expanding our already available 500+ data connectors with 25+ new connectors for big data platforms and business applications that includes Yellowbricks, ClickHouse, Dremio, Zoho Connect, Zoho Marketing Automation, Zoho Backstage, Amazon Seller Central, Airtable and many more.

Also, managing data has now become easier with the following features -- Audit history, Sync history, and Import roll back.
Audit History
Audit logs are crucial for maintaining security and troubleshooting issues. They provide a comprehensive record of user and system Actions, including details of the time when the action occurred and information about the administrator who performed the action.

Sync History
Sync history provides a detailed record of data synchronization activities, making it easy for the administrators to track the status of each data sync. The sync operations are color-coded for immediate recognition. Successful data syncs are indicated in green, and failed data syncs are marked in red with the reasons for failure along with the necessary action to be taken.
Import Rollback 
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.
Unified Metrics
Workspace will have data imported from varied sources, and each data source or table will have different metrics (aggregates) computed for analysis. A unified metrics consolidates all the metrics used across the workspace, helps in standardization, promotes usage, and avoids duplication.
Data Bucketing
Categorize or group data points easily with the Bucket Columns options in Zoho Analytics. (Until now, users had to write formulas to achieve this; now, it is available as an inbuilt option.) Bucketing reduces the number of distinct values (cardinality). It facilitates the transformation of numerical data into different categorical bins and makes data analysis easier.
2. Visual Analytics
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 are best suited for visualizing the flow of any process, as they clearly capture the movement of data from one point to another. It helps understand the movement of events through interconnected lines.
- 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.

Zia Suggestions
Now, with the new Zia Suggestions, you can effortlessly receive insightful chart recommendations while you are in the creation process. Zia suggests a variety of charts suggestions tailored to your data, allowing you to preview and apply them seamlessly with just a click.

Global User Filter in Dashboards
You can now have a common user filter across all tabs in the dashboard. Global user filter gets applied across all reports in all tabs of the dashboard.
3. Advanced Data Analytics
Zoho Analytics now supports two more advanced data analytics methods: Anomaly Detection and Cluster Analysis.
Anomaly Detection 
Anomaly detection helps you to flag outliers in your data or metrics easily. You can now create charts which highlight anomalous points visually for your attention and action. Zoho Analytics deploys robust ML algorithms and various statistical models for detecting outliers.
Cluster Analysis 
Cluster analysis groups similar data points together based on certain factors or conditions. Each cluster contains data points that are more similar to each other than to those in other clusters, reducing the complexity of the data. Zoho Analytics deploys K-means, K-modes and K-prototypes algorithms for clustering the data points.
Alerts Based on Threshold and Anomalies
Set data alerts based on thresholds and anomalies to ensure timely identification of vital change in the key business metrics and potential issues.
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.
4. Build your ML Models with AutoML & Code Studio
Auto ML 
Automated machine learning provides a code-free (low-code/no-code) experience to train, verify, and build custom machine learning models with high efficiency. The simple and user-friendly design makes it possible for people with varied data-level expertise to create ML models easily for their custom needs.

Code Studio 
Python Code Studio enables you to build/import custom logic and ML models for your specific data preparation, transformation, enrichment, and analytical modeling needs.

5. Data Storytelling
BI Fabric
Create unified BI portals for your organization's business needs. Collate reports from other BI applications like Tableau and Power BI. Having a unified portal improves collaboration, promotes centralized accessibility, and makes it easy for C-level executives to make robust business decisions.
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.
Zia Insights -Multilingual Support
Zia Insights is now available in French and Spanish. Users can choose their preferred language when accessing Zia Insights for a specific report.
Export as PPT
Export multiple views as a Microsoft PowerPoint presentation. Enhance security by protecting the file with a password.
6. More enhancements
Rank within Filters
Identify and analyze top and bottom performers across various dimensions. The rank-based ability helps find the top or bottom performers within and across individual groups without having to write complex formulas.
Date and String data types in Aggregate Formula
Zoho Analytics now supports the date and plain text as return data types in aggregate functions. This improvement proves immensely beneficial in scenarios such as cohort analysis, project milestone tracking, and various other use cases.
White Label CSS Customization
Elevate the visual appeal of your white labeled product and align it with your brand through the CSS customization feature. This latest addition to Zoho Analytics enables you to customize text, colors, and more on pages, tabs, selections, hover options, enhancing the overall look and feel.
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.
Security
At Zoho Analytics, ensuring data privacy and security remains our topmost priority. We have implemented additional measures to strengthen security through the following enhancements.
Zoho Directory
Zoho Analytics' integration with Zoho Directory allows administrators to handle identity and user access management with ease. You can now easily setup Single Sign-on, setup Active Directory sync, manage user access, etc.,with Zoho Directory.
Workspace Level IP Restriction
Configure workspace-level IP restrictions for enhanced security and to prevent unauthorized access. Previously, IP restrictions were available only at the account level.
Zoho Analytics Mobile App
The Zoho Analytics Mobile app has been upgraded as a native app, optimized for your specific device. This enhancement provides faster loading times, high-quality visuals, and advanced security features specific to your device's operating system to protect your data.
Email Schedule APIs
A new set of APIs are now available for managing your email schedules. These APIs enable you to create, update, trigger and delete email schedules easily.
Features in Private Beta
ChatGPT in Ask Zia
Ask Zia now integrates with ChatGPT assisting you to write complex queries and formulas for effective data analysis.
Diagnostic Analysis
Zia insights now supports diagnostic analysis helping you understand the root causes for a certain outcome.
Custom Connector
Zoho Analytics now enables you create your own integration with third party applications.
Try Zoho Analytics 6.0 Beta!
Do try out the new features and share your valuable feedback with us at
support@zohoanalytics.com. Your suggestions are crucial to helping us improve and serve you better.
Recent Topics
Why can't we choose Fixed Asset account for Purchased Items? (eTims issue?)
Hello, When the company purchase items not for sale and not supposed to be in the inventory stock, like equipment for operational use, there is no way to access the Fixed Asset accounts in the drop down list. Is that an eTims limitation again? Or something
"Track Inventory for this item" is forced checked by default for goods items (eTims issue?)
Hello, Since connecting our Zoho books to eTims (Kenya) the "Track Inventory for this item" is forced checked by default (eTims issue?) in the Item creation page for any type of goods. So when purchasing anything that the company does not intend to sale,
Zoho CRM Functions: Redesigned Interface, Rich Analytics, and Multi-Language Support
Hello everyone! We have given Functions in Zoho CRM a major overhaul with a new interface that makes it easier to build, organize, monitor, and troubleshoot your functions throughout their lifecycle. As part of this revamp, we have also introduced a unified
Can you import projects into Zoho Projects yet?
I see some very old posts asking about importing project records into Zoho Projects. But I can't find anything up to date about the topic. Has this functionality been added? Importing tasks is helpful. But we do have a project where importing projects
reset password
Hi I need to reset my password and need help
Is it possible to set a value to a field based on certain conditions
Greetings Say i have a field that i want to set its value based on the value of another field.. for example if "number" field has value greater than 10, i want to set my field's value to X. Or if radio group had option 1 selected, then i want to set my
Native SMS and MMS Channel Support
89% of US consumers say they prefer to communicate with businesses via SMS / MMS (aka "texting"). (link) Unfortunately, Zoho Desk does not currently support the most popular channel for consumer communications in the United States. For those of us in
Zoho CRM Layout Rules: Nine New Actions, Profile-Based Execution, and Interactive Preview
Hello everyone, Availability: This feature is now available for customers in the JP and SA DCs. It is planned to be released for other customers in soon. We’re excited to announce powerful new enhancements to Layout Rules in Zoho CRM - a feature built
Global Sets for Multi-Select pick lists
When is this feature coming to Zoho CRM? It would be very useful now we have got used to having it for the normal pick lists.
How to add line breaks in formula with Concat?
I am trying to combine different fields with a formula field, but want to add line breaks. I.e. the current code looks like: Concat(${Contacts.Company_Name}, ' ' ,${Contacts.First_Name}, ' ' ,${Contacts.Last_Name}) And the result should be: John Doe
Introducing spam detection for webforms: An additional layer of protection to keep your Zoho CRM clean and secure
Greetings all, One of the most highly anticipated feature launches—Spam Detection in webforms—has finally arrived! Webforms are a vital tool for record generation, but they're also vulnerable to submissions from unauthenticated or malicious sources, which
Is Zoho Assist Secure Connect even practical for 1 person shop?
I was gun ho with Zoho Assist to replace my existing Remote Access product I have been using but I need to implement MFA on each unattended connection. Right now each of these connections in my other product has a rotating token that I have enter off
Join the Zoho Desk Virtual Classroom Training (VCRT)
Hello everyone, Have you heard about Zoho's Virtual Classroom Training (VCRT)? Zoho Desk's Virtual Classroom Training offers end-to-end training for Zoho Desk users. Join the VCRT and get hands-on guidance for setting up Zoho Desk and getting your business
Zoho CRM's revamped timeline view now extends to 3 years and support notes, filters, and email statuses
Editions: All DCs: All Release plan: These enhancements are being rolled out to customers in a phased manner. They will be available to most organizations by the end of May. For organizations with huge volumes of data, they will be available by the end
Zoho Mail App Unable to connect to server
Hi all, For the last two weeks, my Zoho Mail App on my iPhone which has worked fine up to this point has been unable to connect to the mail server. I can't access my emails even though I will get notification banners on the screen saying that they have been received. I can open Safari on my phone and then log in that way. This issue happens when I'm connected to wifi and on my phone data. I've tried deleting the app several times and reinstalling, and have updated to the latest version. But it still
Specific ListView Canvas on Canvas Home Page Always Loads Most Recent ListView, Not the One Specified
I had mentioned this to ZOHO, but I mainly wanted to see if others in the Community are also facing this problem. I created a Canvas ListView for a Custom Module, and then created a Canvas Home page (technically on a tab item, but I'm not sure if that
Add the Zoom Option to the Camera
Hi, I use the ZOHO Forms Camera so I can manage metadata, compression, etc. but this doesnt have the zoom parameter activated, so when we have photos in a tight space and want to use 0.5 for example, we can't, can this be enabled please. Thanks Dan
Manage booking pages from your Android phone
Hello everyone! We are happy to announce that users can now add and manage booking pages from their Bigin Android app. It is a multi-step form that users can create for purposes like booking appointments, scheduling calls or meetings, conducting webinars,
New UI - Color Preference Not Saving Permanently
Small, not very urgent problem I'd like to share regarding the new UI theme color. I've changed my theme preference to the default blue color around 20 times by now. It always reverts to a green color theme. I've followed the instructions of changing
Automating Employee Birthday Notifications in Zoho Cliq
Have you ever missed a birthday and felt like the office Grinch? Fear not, the Cliq Developer Platform has got your back! With Zoho Cliq's Schedulers, you can be the office party-cipant who never forgets a single cake, balloon, or awkward rendition of
Unbundle feature for composite items
We receive composite items from our vendors and sell them either individually or create other composite items out of them. So, there is a lot of bundling and unbundling involved with our composite items. Previously, this feature was supported in form
Inventory Barcode Creation - Add Picture of Item
Hi I am trying to set up bar code labels and include a picture of the item on the label - any idea on how to add that field to the barcode generator?
Gemini Action - Add "inineData" Support
Thank you guys for adding a Gemini action. I like Gemini models for the "grunt work" of AI, as they have the cheapest tokens of the trustworthy providers One thing that's missing in the action, though, is the ability to pass file data. If you pass a base64-encoded
Protect backed up and exported data using password encryption
Hello everyone, Protecting live data is crucial for any organization or product, as it contains sensitive customer information. However, protecting data does not end within the platform. Backup and export files often contain sensitive information and
Smarter holiday planning with yearly-specific Holiday Lists
Hello everyone! Managing holidays and business hours is now easier and more efficient. Holiday Lists now support holidays that fall on different dates every year, while business hours now supports more than one holiday list. This helps businesses manage
Zoho Projects - Cloning a task does not trigger task workflow when created
Hello! I have a Project where my team uses a set of tasks from a tasklist as templates, so we could simply clone it and drag it to another list in kanban view to avoid creating a new one from scratch. The process works well, but after cloning it the new
Best way to setup Inventory bin tracking for products with multiple boxes/crates
Hi - we need some advice from the community on setting up Items in the Inventory for products with multiple crates. We have large products in our warehouse where the product is delivered as two large (double pallet) crates. We've setup the Items for these
Cliq iOS can't see shared screen
Hello, I had this morning a video call with a colleague. She is using Cliq Desktop MacOS and wanted to share her screen with me. I'm on iPad. I noticed, while she shared her screen, I could only see her video, but not the shared screen... Does Cliq iOS is able to display shared screen, or is it somewhere else to be found ? Regards
not able to access Zoho from home WIFI
for some reasone i am not able to access Zoho on my laptop or my iphone while i am connected to my home Wifi, i am able to access these sites both on laptop as well as Iphone and associated apps on any other Wifi as well as when I am on my 4G connection
Five Guided Conversations Updates in Zoho Desk
Hello everyone, Guided Conversations is getting updates that make it easier to create more inclusive customer experiences, retain important conversation context, customize your widget, keep track of changes, and connect with external services. Here are
zoho desk
Hello, Did Zoho Desk have any issues today? Are tickets coming in late? I have an email account linked, and messages seem to be arriving with a delay—some email threads aren't coming through completely, and so on.
An important update for Zoho Cliq desktop users
The latest version of the Zoho Cliq desktop app (v1.8.0) will no longer be supported on macOS 10.15 Catalina and earlier versions. This is because the framework we use (Electron) no longer supports some older macOS versions. If you’re using macOS 10.15
Simplify eSignatures: Automate document workflows with Zoho WorkDrive
Hello everyone, We’re excited to invite you to our upcoming live webinar, where Zoho WorkDrive and Zoho Sign will come together to show you how to simplify and automate document workflows. From creating and collaborating on documents to approvals, e-signatures,
Function #7: Fetch a value from Deal in Zoho CRM to the related Estimate in Zoho Books
We're here with another function for those using the integration with Zoho CRM. You know that potentials can be linked to transactions in Zoho Books. But if you're including additional details about a Deal (potential) in Zoho CRM and you want to inherit
Turn off workflow Applied pop-up
hi We are new to Desk. I have a rule to set to "waiting for customer" when agent sends reply. This comes up every time. How to i turn off? Or am i seeing as admin.
Workflows being applied and the Large unwanted popup
When a workflow is being applied do to an action, then the Agent is left with a large Window asking if they would like the see the changes this workflow did. Is there any way to disable this prompt from appearing?
Maintenance notice for Zoho CommunitySpaces US data centers on August 23, 2026
Dear customers, We have scheduled a maintenance activity for Zoho CommunitySpaces in our United States (US) data centers on August 23, 2026, from 1:30 a.m. to 2:00 a.m. During this 30-minute maintenance window, Zoho CommunitySpaces will be temporarily
Knowledge base: The nitty-gritty of SEO tags
A well-optimized knowledge base with great SEO can benefit your company by allowing customers to find help articles and support resources using search engines. This enables customers to quickly and efficiently find the information they need without direct
zoho desk: Can tickets be created from Microsoft Teams messages?
I am trying to see if there is a way to integrate Microsoft teams with zohodesk. we have a few customers who prefer to communicate requests through Teams, and it would be great to create tickets when they do.
´´Send Email Reply´´ action does not work when the message body contains placeholders.
Hi Community, I am working on a workflow where the Customer contact is notified via email when their ticket status goes On Hold. To do that, I chose the Send Email Reply action, and the minute I add a placeholder, the workflow does not work and the ticket´s
Next Page