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

    Nederlandse Hulpbronnen


      • Recent Topics

      • Default ticket template in helpcenter

        Hello, I have a web form and a ticket template created. How can I make that my default ticket template? If an user clicks New ticket or create a ticket, I want that template to be the default one. Thank you for the time and info.
      • Zoho Books bill pay option not available with zoho one

        Why isn't Zoho Books bill pay add-on not available for Zoho one customers not even as a purchasable option. I think this is very inconvenient for companies wanting to use this feature all in one system
      • SalesIQ Email Delivery Issues to Microsoft

        Is anyone else having delivery issues to Hotmail, Outlook, and Live inboxes when sending transcripts and replies via email from SalesIQ? We’ve detected that emails sent from SalesIQ to these accounts aren't arriving—they don’t even bounce back; they simply
      • Zoho Commerce and Third-party shipping (MachShip) API integration

        We are implementing a third-party shipping (MachShip) API integration for our Zoho Commerce store and have made significant progress. However, we need guidance on a specific technical challenge. Current Challenge: We need to get the customer input to
      • Access images from form submission in power automate

        Images from form submission show up as links in power automate. How do I access the image data?
      • Need help to evaluate if Commerce is good for me

        Hi, I just want to quickly check if Zoho Commerce can fulfill my needs. Here is what I am looking for: - Multi-vendor plateform : We will be 3-4 different farms that will offer similar products (ex. tomatoes) to few selected customers (retaurants). All
      • Can't access google from toppings menu

        So... When I click the manage button in toppings, nothing happens. it won't let me access the settings.
      • Smart Feature Compatibility Indicators for CRM Field

        Zoho CRM offers a wide range of field types and advanced customization options. However, several field types have feature-specific limitations that are currently documented only in help articles. For example, while configuring a Rich Text field, admins
      • Ask the Experts: A Live Q&A Session

        Session Closed We've locked this post as the session has ended. We'll see you again in the next session! We’re back with another exciting edition of the Ask the Experts series, this time exclusively for our Zoho Recruit users from the USA & Canada regions!
      • T&C acceptance gate before estimate Accept, with audit trail

        We had to settle a Florida small-claims case in 2025 because we couldn't prove our customer was bound to the venue clause in our Terms & Conditions. The estimate footer mentioned the T&Cs, and Zoho Books logged the customer's IP and timestamp when they
      • Insert Template not inserting

        I have been using the "Insert Template" feature for years and I use it every single working day. Yesterday it was working fine. Today, on two different browsers (Chrome and Edge), I can select "Insert Template", select the template I want to insert, but
      • Best sales insights for target accounts?

        Question for all the sales power-users out there: I would like to gain insights from Zoho CRM for a rotating list of target accounts. Each Outside Salesperson has 5 target accounts, and they can change these targets quarterly with management approval.
      • Contract to payment flow

        Hi everyone, I’m trying to set up a contract-to-payment flow and want to avoid duplicating invoices or customers in Zoho Books. The flow should be: contract generated from CRM, sent via Zoho Sign, client signs, deposit is paid, and the invoice should
      • Zoho Books | Product updates | May 2026

        Hello users, We're back with the latest updates and enhancements we've rolled out in Zoho Books. From sales tax automation to scanning receipts for free, explore the updates designed to upgrade your bookkeeping experience. Sales Tax Automation [US & Canada
      • Show backordered items on packing slip

        Is it possible to show a column on the Packing Slip that shows number of backordered items when a PO is only partially filled? I would also like to see the Backordered column appear on POs after you receive items if you didn't get ALL of the items or partial amounts of items. And lastly, it would be nice to have the option of turning on the Backordered column for invoices if you only invoice for a partial order. -Tom
      • Control Fields on Mobile App

        On the mobile app, how do we control which fields appear on the screen for records that have a related list? In the example below I want the Inspection Stage and Inspection Type fields to appear, not the record owner (Dev Admin). I changed the Inspections
      • 预期结果 实际结果 "zmverify.zoho.com" "zmverify.zoho.com."

        My domain is tenmokucup.com, I have a TXT record, but verification failed,Please help me, my TXT record is "zoho-verification=zb03390953.zmverify.zoho.com", I have added to DNS. You can confirm it. 预期结果 实际结果 "zmverify.zoho.com" "zmverify.zoho.com."
      • Adding options in the salutation drop down list (Books)

        Hello,  I am a new user still in the trial phase so I apologize if I have missed this. I did search the knowledge base and community first. I need to add a "Mr and Mrs" option in the salutation drop down options in Books. I have tried to find the edit
      • Zoho Desk - Event Calendar View

        Hi Desk team, Are there any plans to introduce a calendar or timeline view for Events in Zoho Desk? It would be very helpful if we could see Events visually in a calendar and/or timeline. This is very helpful when desk side support activities need to
      • Google Drive shared folder

        My deluge script has stopped working, no longer collecting files from Google Drive - have these connections finally been deprecated ?? They seem to be active but errors occur when updating them ?
      • All new Address Field in Zoho CRM: maintain structured and accurate address inputs

        Availability Update: 29 September 2025: It's currently available for all new sign-ups and for existing Zoho CRM orgs which are in the Professional edition exclusively for IN DC users. 2 March 2026: Available to users in all DCs except US and EU DC. 24
      • Journal Entries Do Not Show Multiple Entries to the Same Account

        Another basic accounting function that Books ... Accountants sometimes write journal entries, debiting and/or crediting the same account in the same entry. This is due to the need to record specific activity in an account when we pull reports especially
      • How to setup pricing in Zoho

        Hi everyone, I am relatively new here and have just moved from my old inventory system to the Zoho one. I am trying to get my head around how it all works. I am mostly setup connected to a shopify store, but I do manual sales also For manual invoicing,
      • Work Orders / Bundle Requests

        Zoho Inventory needs a work order / bundle request system. This record would be analogous to a purchase order in the purchasing workflow or a sales order in the sales cycle. It would be non-journaling, but it would reserve the appropriate inventory of
      • Windows agent 2026_M06 release notes

        Agent Version: 2026.03.19.0 Release date: 21 April, 2026 Major Enhancement: Connect as Individual Active users allowing you to connect to the same computer as different users in different tabs. Internal tool implementation to check for vulnerability in
      • Windows agent 2026_M05 release notes

        Agent Version: 111.0.3.335 Release date: 25 March, 2026 Major Enhancement: Quick Support feature compatibility code released. Code refactoring and removal of old code. Minor Enhancement: Updates to trackpad functionalities during remote session. Calendar
      • Windows agent 2026_M04 release notes

        Agent Version: 111.0.3.334 Release date: 10 March, 2026 Agent stickiness on multiple Windows Desktops to avoid confusion. Various other bug fixes and performance improvements.
      • Notes - Reaction Buttons

        Using the native notes option within CRM is fine, it works and the RTF features are great, however, would it be possible - if there isnt already something in place, where we can add a reactions button, similar to teams/whatsapp to show that its been read
      • Picklist values out-of-date in Campaigns

        Hi I use a CRM (Global) picklist set of values for my field "Connection Strength" (see screenshot 1). . I use Campaigns to follow-up and change the Connection Strength value depending on their stage. The picklist values that appear in the dropdown for
      • Can't add my domain to Zoho zeptomail because of error code DE_150

        Hello there, I'm trying to add my domain to ZeptoMail but it's rejected I checked the network tab and I'm getting { "error": { "code": "TM_3601", "details": [ { "code": "DE_150", "message": "Antispam validation failed for your domain in Accounts." } ],
      • Proforma Invoice

        Is there an option to create proforma and advance invoices in professional
      • Rename system-defined labels in Zoho CRM

        Renaming system-defined labels is now available across all DCs. Hello everyone, Zoho CRM includes predefined system fields across modules to support essential CRM operations. Until now, the labels of these fields were fixed and could not be edited from
      • Windows agent 2026_M03 release notes

        Agent Version: 111.0.3.333 Release date: 19 February, 2026 Event Viewer Windows agent code release. Optimised the unattended agent uninstallation process to properly cleanup residual files and registry entries to prevent registry orphans.
      • Windows agent 2026_M02 release notes

        Agent Version: 111.0.3.332 Release date: 11 February, 2026 Code refactoring and removing of old unused code to optimise performance in specific versions of Windows Operating System.
      • Windows agent 2026_M01 release notes

        Agent Version: 111.0.3.331 Release date: 09 February, 2026 Enhancements and updates for improved Video Codec performance and stabler video rendering. Refactored legacy code for optimised performance with legacy devices. Upgrades to monitoring protocols
      • how to fix this error as soon as possible?

        how to fix this error as soon as possible? i have purchased it for monthly at 59₹ paid for an annum please let me know how to fix this issue as this one is urgent Server error: Message failed: 550 5.4.6 Unusual sending activity detected. Please try after
      • Transaction Rule Matching

        Q1. Is there a method to have the Transaction Rules applied across multiple Bank Accounts? Q2. To match "contains" text in Transaction Rules, is a wildcard or regular expression required? Is it case sensitive? Would searching for "issue" in the following
      • Native QuickBooks integration for Zoho CRM: Connecting sales and finance

        Greetings, I hope all of you are doing well. We're excited to announce Zoho CRM's integration with QuickBooks Web, which is designed to synchronize your CRM data with your QuickBooks accounting records and bridge the gap between sales and finance. This
      • Edit a previous reconciliation

        I realized that during my March bank reconciliation, I chose the wrong check to reconcile (they were for the same amount on the same date, I just chose the wrong check to reconcile). So now, the incorrect check is showing as un-reconciled. Is there any way I can edit a previous reconciliation (this is 7 months ago) so I can adjust the check that was reconciled? The amounts are exactly the same and it won't change my ending balance.
      • BUG: Related List Buttons with Client Script action now erroring

        There appears to have been a bug introduced over the last few days with Related List buttons that invoke a Client Script action. Button configuration: Configured Client Script: Results: The default loader is presented at the top of the page, and an error
      • Next Page