Announcing Zoho Analytics 6.0 Beta!

Announcing Zoho Analytics 6.0 Beta!

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.

    • Sticky Posts

    • What's New in Zoho Analytics - February 2026

      Hello Users! We're back with another round of updates for Zoho Analytics. This month's release focuses on giving you greater flexibility in how you visualize, manage, and act on your data - with new features like custom visualizations, remote MCP server,
    • What's New in Zoho Analytics - January 2026

      Hello Users! We are starting the year with a strong lineup of updates, marking the beginning of many improvements planned to enhance your analytics experience. Explore the latest improvements built to boost performance, simplify analysis, and help you
    • What's New in Zoho Analytics - November 2025

      We're thrilled to announce a significant update focused on expanding your data connectivity, enhancing visualization capabilities, and delivering a more powerful, intuitive, and performant analytics experience. Here’s a look at what’s new. Explore What's
    • What's New in Zoho Analytics - October 2025

      Hello Users! We're are back with a fresh set of updates and enhancements to make data analysis faster and more insightful. Take a quick look at what’s new and see how these updates can power up your reports and dashboards. Explore What's New! Extreme
    • What’s New in Zoho Analytics – September 2025

      Hello Users!! In this month’s update, we’re raising the bar across multiple touchpoints, from how you bring in data, plan and track projects to how you design and brand your dashboards. We’ve added the all-new Gantt chart for project visualization, expanded
    • Recent Topics

    • Is Zoho Sites still actively being developed?

      Hello, Is Zoho Sites still actively being developed as part of the Zoho ecosystem? I noticed that the What's New page (https://www.zoho.com/sites/whats-new.html) does not show any updates since Q1 2025. We were considering migrating our website from Squarespace
    • Project Notifcatiion Emails - Milestone

      Hello: I cannot get myself, or most importantly my portal client user to recieve an email upon completion of a milestone. I have set up our 1st project. I have set up a test client user. (accepted the invitation and is listed in the system as a client
    • Zoho Forms - Feature Request - Year Field

      Hi Zoho Forms Team, You currently have the following date and time fields: Date Time Date and Time Year and Month It would be useful if you could include a "Year" field For example a recent application I completed said "What year was your house built?"
    • Integrate Excel or Zoho Sheet functions / calculations to CRM product module

      Hello Community, I hope someone more experienced can help me with this question. Our price / payment plan calculations are in an Excel spreadsheet and I would like to use all those functions / calculations in my Products module. So when we send a quote
    • Sync CRM Contacts to USER'S contacts on Office 365

      I can see that the O365 sync is transferring contacts backwards and forwards between Zoho CRM and Office365. But it has created a separate address book in Office 365 called "Zoho CRM Contacts". This address book is not used by Office/Outlook's email function
    • Manage Every Customer Conversation from Every Channel inside Zoho SalesIQ

      Your customers message you from everywhere. But are you really able to track, manage, and follow through on every conversation, without missing anything? With interactions coming in from websites, mobile apps, and messaging platforms like WhatsApp and
    • Zoho Books | Product updates | February 2026

      Hello users, We’ve rolled out new features and enhancements in Zoho Books. From Advanced Reporting Tags to the ability to mark projects as completed, explore the latest updates designed to improve your bookkeeping experience. Introducing Advanced Reporting
    • This project could not be synced because it is not associated with a primary client

      When I go to ProjectName->Finance I receive a "This project could not be synced because it is not associated with a primary client" error. The project has been associated in ZohoCRM with the client. How can I set the primary client for this project. Other
    • Update latitude & longitude address field API

      How do I update the coordinates of an address field from a widget? I can't modify the latitude and longitude of the address field. I think the problem is how I'm writing formdata variable. zoho_init.then(function (data) { var queryParams = ZOHO.CREATOR.UTIL.getQueryParams();
    • Zoho Forms - Feature Request - Past Into Scanning/OCR Field

      Hi Zoho Forms Team, You recently introduced the OCR/Scanning field which I have found great use for with one client who receives work orders as a screenshot from one customer. I want to raise a feature request here which would make that field even more
    • inability to use different primary address on invoice per location

      my company operates in two different locations with different email address. The problems then is the inability to edit the primary to suite the invoice for the second location.
    • Use Zoho Creator as a source for merge templates in Zoho Writer

      Hello all! We're excited to share that we've enhanced Zoho Creator's integration with Zoho Writer to make this combination even more powerful. You can now use Zoho Creator as a data source for mail merge templates in Zoho Writer. Making more data from
    • Anyone in Australia using Zoho Books AND has their account with NAB?

      Hi I have an account with both NAB and Suncorp. Suncorp transaction come in the next day however NAB transactions take 4-5 business days to appear. eg: A deposit made today in my Suncorp will be imported into Zoho tomorrow. A deposit made today to the NAB account will be imported maybe Saturday (Friday overnight). I have contacted both Zoho and NAB but noone seems to know why. I was just wondering if anyone else in Australia uses NAB and has this issue (or doesn't) maybe we could compare notes and
    • Detailed Balance Sheet for tax preparer

      I'm using the free edition of Zoho Books. My tax preparer is asking for "detailed" Profit & Loss and Balance Sheet reports which include all the activity and transactions within the various categories. The default reports do not include these details.
    • Host Group Appointments Online in Zoho Bookings

      Greetings from the Zoho Bookings team! We’re excited to announce a new enhancement to Group Booking that makes hosting online group events smoother and more professional than ever. You can now conduct online group events with auto-generated meeting links
    • Can't rename groups on Mac desktop app

      I'm working on an up-to-date Mac with a freshly downloaded Notebook app. I'm trying to rename a group within a notebook. Here I have, left to right, a note, a group, and a note. I select the group. On the top left, I select Action. On the dropdown, "Rename"
    • Workdrive Collaboration with an External User

      I would like to know if I can setup a collaboration space with an external user in workdrive or do I need to add them as a user on my system? If I need to add them, can I add them on Workdrive only and give limit access to our space only?
    • Marketing Tip #23: Help customers with how-to guides and usage tips

      Customers don’t stop needing you after they place an order. Helping customers use your product correctly and confidently can improve satisfaction, reduce returns, and increase repeat purchases. Sharing simple how-to guides, usage tips, or care instructions
    • Powering Customer Support with our women

      In Zoho Desk support, women make up 50% of our team. We see this as one of our strengths, reflecting the spirit of this year’s theme, "Give to Gain". Our women find their balance Women carry many responsibilities — they represent frontline support, lead
    • Function #25: Automatically generate purchase orders from a sales order

      We kicked off the "Function Fridays" series with the goal of helping you automate your everyday accounting tasks. As we delve into today's post, I'm delighted to announce that we're here to present the 25th custom function in this series. While it is
    • Sales IQ chat is not working in signed android apk

      I have integrated ZOHO sales IQ support chat and i have followed each step and its working fine in my development build but when i create signed APK for it. Chat does not work in it and showing awaiting for detail. I previously asked the same query but
    • How to add line breaks in zoho.cliq.postToUser(...) message?

      In a CRM function using Deluge I'm sending this message and attempting to add some line breaks but they are ignored. Is there another way to add these breaks? My message: message: New urgent task\nDescription \nThis is a fake description.\n A new line?
    • Problem with CRM Connection not Refreshing Token

      I've setup a connection with Zoom in the CRM. I'm using this connection to automate some registrations, so my team doesn't have to manually create them in both the CRM and Zoom. Connection works great in my function until the token expires. It does not refresh and I have to manually revoke the connection and connect it again. I've chatted with Zoho about this and after emailing me that it couldn't be done I asked for specifics on why and they responded. "The connection is CRM is not a feature to
    • Create Receipt of a Donation (not a sale)

      We are a non-profit organization that receives general donations. How do I create a receipt of payment for the donor and categorize the payment as a Gift? I tried the method of creating an invoice; however that automatically created a "Sales" transaction
    • Zoho Books Invoices Templates

      It would be really helpful to have more advanced features to customise the invoice templates in Zoho Books. Especially I´m thinking of the spacing of the different parts of the invoice (Address line etc.). If you have a sender and receiver address in
    • In Lesson Video

      Can anyone help me with this? I'm not sure what happened. It suddenly became like that. I tried to reupload. I tried create a new lesson. Still the same. Please help!
    • emailing estimates

      Shows up in the customer mail logs as sent but nobody is receiving them, even when I send them to myself I don't get them ??? Something wrong with the mail server or my end ?
    • Custom TDS on Vendor Credits via API

      Hi, We are using Zoho Books APIs for posting Bills and vendor credits. We are unable to post custom TDS amount posting vendor credits. Can you please share the API spec and Payload that need to be sent for Custom TDS for Vendor Credits.
    • How to use OR when filtering using two fields

      I want to create return a list of Account Names by filtering on Field1 = "yes" OR Field 2 = "no" I can't see how to use the OR in the filter.
    • Editing the list of Categories in the Categorize Manually section of Banking in Zoho Books

      Hi, I need to create two new Categories called Withdrawals and Deposits to categorize payments in a bank account. How do I edit the Categories list?
    • Mobile phone version not working well

      I am working on the Zoho Site Builder. In the preview the desktop version looks okay, but in the mobile phone preview many words are cut off in the weirdest (wrong) way. How can I fix that?
    • Zoho - Please explain difference between Thread view and Conversation view on Ticket

      I have reviewed the help document here but am still not clear on the difference between the two views. As an example, I just had a back and forth on a ticket: - Customer emails support email. - I email back from Desk. - Customer responds back. - I email back from Desk. On the upper left drop down box on the ticket Zoho Desk now says this is "4 Threads" and "4 Conversations" . How is that 4 threads?? By my count it is 1 thread and 4 conversations (assuming by "conversation" Zoho means number of total
    • 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
    • I need help to take Reports for tickets moved between departments.

      Hi, I need help to take Reports for tickets moved between different departments. Pls guide Shyam
    • 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
    • Increase Round Robin Scheduler Frequency in Zoho Desk

      Dear Zoho Desk Team, We hope this message finds you well. We would like to request an enhancement to the Round Robin Scheduler in Zoho Desk to better address ticket assignment efficiency. Current Behavior At present, the Round Robin Scheduler operates
    • Automation #6 - Prevent Re-opening of Closed Tickets

      This is a monthly series where we pick some common use cases that have been either discussed or most asked about in our community and explain how they can be achieved using one of the automation capabilities in Zoho Desk. Typically when a customer submits
    • Zoho Desk EU slow/unresponsive

      Has anyone else got issues with ZohoDesk today in the EU? It takes an age to come back and if you do start typing something and try and send or save it looks like it times out. We are also getting this pic. ot I can't see anything on https://status.zoho.eu/
    • EU DC Partial Outage Resolved: A Detailed RCA

      Incident Summary Due to an overload on one of the nodes in the EU DC for Zoho Desk, the system was unable to handle the heavy load, causing a slowdown in requests and resulting in a partial outage for customers with data residing in that node. On May
    • Perfomance Management - Zoho People

      Hi team, I am looking for performance management data such as KRA, goals, feedback, appraisals, etc., in Zoho Analytics. However, I am unable to find these metrics while editing the setup. Could you please confirm whether these fields are available in
    • Next Page