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 - 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

    • Announcing Agentic AI - Ask Zia!

      We are delighted to roll out the new agentic AI capabilities in Ask Zia, where every stage of the BI workflow is assisted by AI. With a human-in-the-loop approach, Ask Zia ensures that you’re in command of the decision, while AI handles the complexity.

    • Invitation-Based User Access in Zoho Analytics

      Hello everyone, We’re rolling out an important update on how users are added to your Zoho Analytics Organization and Workspaces. Previously, when admins added users, they were automatically added to the organization. Moving forward, to improve security

    • Recent Topics

    • Module Customisation - Lookup function not available

      Good evening, Within my business, I can have multiple customers, who have multiple mobile assets. When I set these assets up, I enter information such as vehicle registration, Vehicle identification number (VIN), Unit number, YOM, in addition to others.

    • Books Api: listing expenses created after certain dates

      Is there any parameter I can add to the List Expenses endpoint that will let me look up expenses by when they were created?

    • Merge Tickets Directly from Contact Page in Zoho Desk

      Dear Zoho Desk Support Team, We are writing to request a new feature that would allow users to easily merge tickets directly from the contact page in Zoho Desk. Currently, the only option to merge tickets is from the Tickets list view page, which can

    • Full Hebrew Language Support for Client-Side Zoho Assist Interface

      Dear Zoho Assist Team, We would like to request an enhancement to Zoho Assist's client-side interface to support full Hebrew language customization, including all popups, notifications, and session-related messages. Current Limitation The Join page allows

    • Ability to Set Text Direction for Individual Cells in Zoho Sheet

      Dear Zoho Sheet Team, We hope you are doing well. We would like to request an enhancement in Zoho Sheet that allows users to set the text direction (right-to-left or left-to-right) for individual cells, similar to what is available in Google Sheets. Use

    • Add RTL (Right-to-Left) Text Direction Support Across All Zoho Learn Editing Interfaces

      Hi Zoho Learn Team, Hope you're doing well. We would like to request an important enhancement to Zoho Learn regarding support for right-to-left (RTL) languages such as Hebrew and Arabic. 🔹 Current Issue While the Knowledge Base Article editor provides

    • Add Hebrew Support for Meeting Transcripts Provided by ZIA in Zoho Cliq

      Hi Zoho Cliq Team, Hope you're doing well. We would like to request the addition of Hebrew language support for the Meeting Transcript and Summary feature in Zoho Cliq. Currently the transcript and summary feature is available for recorded meetings and

    • Remote Control Functionality During Screen Sharing in Zoho Cliq

      Hello Zoho Cliq Team, We would like to request the addition of remote control functionality during screen sharing sessions in Zoho Cliq. Currently, while screen sharing in Cliq is very useful, it lacks the ability for another participant to take control

    • Real-Time Screen Annotation During Zoho Cliq Screen Sharing

      Hi Zoho Support Team, Hope you're doing well. We’d like to request the addition of real-time screen annotation tools during screen sharing sessions in Zoho Cliq video calls. 🔍 What We're Looking For: The ability for the presenter—and optionally, other

    • Centralized Organization Information Management in Zoho One

      Dear Zoho One Support, I'm writing to propose a feature that would significantly improve the user experience and streamline data management within Zoho One. Current Challenge: Currently, managing organization information across various Zoho One apps requires

    • Enhance Zoho One Conditional Assignment to Fully Reassign App Settings When Changing Departments

      Hi Zoho Team, We’d like to submit a feature request regarding the current behavior of Zoho One’s conditional assignment logic when moving a user between departments. 🔧 Current Limitation As it stands, Zoho One’s conditional assignment does not remove

    • Add RTL and Hebrew Support for Candidate Portal (and Other Zoho Recruit Portals)

      Dear Zoho Recruit Team, I hope you're doing well. We would like to request the ability to set the Candidate Portal to be Right-to-Left (RTL) and in Hebrew, similar to the existing functionality for the Career Site. Currently, when we set the Career Site

    • Support for Custom Fonts in Zoho Recruit Career Site and Candidate Portal

      Dear Zoho Recruit Team, I hope you're doing well. We would like to request the ability to use custom fonts in the Zoho Recruit Career Site and Candidate Portal. Currently only the default fonts (Roboto, Lato, and Montserrat) are available. While these

    • Add Hebrew & RTL Support to Feedback Widget

      Hello Zoho Desk Team, How are you? We are using Zoho Desk and would like to utilize the Feedback Widget. While Zoho Desk itself supports Hebrew and RTL, the Feedback Widget unfortunately does not. We kindly request that Hebrew and full RTL support be

    • Ability to Filter Alias Mailboxes in Zoho Recruit

      Dear Zoho Recruit Team, I hope you are doing well. We would like to request a feature enhancement regarding the handling of alias mailboxes in Zoho Recruit. Currently, when we connect an alias mailbox (e.g., jobs@domain.com) from our Zoho One account

    • Automatic Department and Employee Sync Between Zoho One and Zoho People

      Dear Zoho Support, I'm writing to propose a valuable feature request that would streamline data management and improve user experience within the Zoho ecosystem: automatic synchronization between departments and employees in Zoho One and Zoho People.

    • Ensure Consistent Service Delivery with Comprehensive Job Sheets

      We are elated to announce that one of the most requested features is now live: Job Sheets. They are customizable, reusable forms that serve as a checklist for the services that technicians need to carry out and as a tool for data collection. While on

    • Add Attachment Support to Zoho Flow Mailhook / Email Trigger Module

      Dear Zoho Support Team, We hope you are well. We would like to kindly request a feature enhancement for the Mailhook module in Zoho Flow. Currently, the email trigger in Zoho Flow provides access to the message body, subject, from address, and to address,

    • Prefered Bin Missing in android APP

      Andoroid app dosent show preferred bin in the picklist. The workaround support reccomend is to use the computre to create the picklist. it shuld be information to be shown aas basic for the pciker.

    • Open Sans Font in Zoho Books is not Open Sans.

      Font choice in customising PDF Templates is very limited, we cannot upload custom fonts, and to make things worse, the font names are not accurate. I selected Open Sans, and thought the system was bugging, but no, Open Sans is not Open Sans. The real

    • Function #1: Convert an accepted Estimate to Sales Order automatically in Zoho Books

      As you’re aware, Zoho Books provides a default option to have the estimates automatically converted to invoices once your customer accepts them. Many of you wanted a similar option for sales orders, so here’s a workflow that converts accepted estimates

    • Write-Off multiple invoices and tax calculation

      Good evening, I have many invoices which are long overdue and I do not expect them to be paid. I believe I should write them off. I did some tests and I have some questions:  - I cannot find a way to write off several invoices together. How can I do that,

    • Reusable Jira Connection for Multiple Zoho Projects Imports

      Hello Zoho Projects Team, We would like to raise a concern and submit a feature request regarding the Jira → Zoho Projects migration process, specifically around how Jira connections are handled. Current Behavior: When setting up a Jira connection for

    • Zoho invoice doesn't support Arabic language

      I added a clause in the terms & conditions section in Arabic but it doesn't appear when I sent or print it.

    • Recurring Invoice Placeholder Not Updating Billing Period

      Hi, I’m using Zoho Invoice Free and want the billing period to update automatically in recurring invoices. In Item Description I tried: Billing Period: %(m-6)% %(y)% to %(m-1)% %(y)% but even if the invoice date is in 2026, it still shows the period based

    • Work Type - Limitation

      Hello, I'm setting up work types and have noticed, a limitation on the parts area to 10 lines. Can this be increased to 20 or greater? In addition to this, when I attempt to add the work type to a work order, the correct labour hours doesn't flow through.

    • Related list Mobile Device

      Hello, We use an the Zoho creator application to make reports linked to Accounts. On the computer: it's easy to go the Account and see all the created reports in the related list below On iPad/Phone ZOHO CRM APP: we cannot see the reports on those accounts

    • Can't update the company address in zoho invoice

      Dear Sir/Madam, I want to update the company address in Zoho Invoice but failed. It popped out a sentence "Invalid value passed for Website". Please advice how to solve this problem. Thank you.

    • Is there a plan to allow for the hierarchical organization of Customers / Companies in Zoho Billing?

      We have a few customers who have organizational structures that we haven't quite found a way to deal with in Zoho Billing. In CRM, these sub-companies (or subsidiaries or whatever you want to call them) all have another CRM account as the parent account.

    • 【Zoho CRM】作業リスト機能リリースのお知らせ

      ユーザーの皆さま、こんにちは。コミュニティチームの藤澤です。 今回は「Zoho CRM アップデート情報」の中から、作業リスト機能リリースのお知らせ情報をご紹介します。 目次 作業リスト機能　概要 機能①　自分の未完了の活動 機能②　処理待ち 機能③　自分の作業リスト 作業リスト機能　概要 営業チームでは、CRM内に業務やデータが分散しているため、管理が煩雑になりがちです。この断片化は、機会の見逃しや生産性の低下につながります。 作業リスト機能は、タブを横断する業務項目をひとつのカスタマイズ可能なダッシュボードに集約し、業務を効率的に管理できるようにします。

    • Pipeline.Company Name field shows up as numbers! [Bigin Developer Console > Component > URL]

      Hi there, I am setting up to invoke URL to send infromation zoho bigin > zoho forms with company name pre-fill in the form. however when I use : ${Pipelines.Company Name} field it shows up as a string of number instead of words. Help.

    • SalesIQとPageSenseの利用について

      初めての投稿で場違いだったらすいません。 弊社ではSalesIQを運用しているのですが、追加でPageSenseの導入もしたいと現場からの声があります。 両サービスともクッキー同意バナーが必要なサービスなのですが 弊社では同意無しに情報はとりませんという方針なので 2つ入れると2つバナーを出す必要がでてきます・・・ 両サービスを運用されてる方があれば運用状況とか教えてほしいです。 PageSenseについては詳細まで機能を理解してないなかでの質問です。

    • Emails sent through Bigin are not posting in IMAP Sent folder

      I have set up my email to work from within Bigin using IMAP.  I am using IMAP so I can sync my email across multiple devices - phone / laptop / desktop / iPad / etc.  I want all my emails to populate my email client (outlook & iphone email) whether or

    • Parent-Child Tickets using API or Deluge

      Hi Everyone, We are looking at the parent-child ticketing features in Zoho Desk. We want to be able to create a parent ticket at customer level and nest child tickets underneath. The issue we are facing is to be able to automate this. I'm checking the

    • Customer ticket creation via Microsoft Teams

      Hi all, I'm looking to see if someone could point me in the right direction. I'd love to make it so my customers/ end users can make tickets, see responses and respond within microsoft teams. As Admin and an Agent i've installed the zoho assist app within

    • Closing connected ticket after closing WA conversation

      Hi, At the moment, once someone sends a message to our WA number, a corresponding ticket is automatically created. After the question is answered, our support department closes the chat/conversation. However, after that, the connected ticket is still

    • Note sync turn off

      Hi, Is it possible to turn off notes sync between task notes and the parent module? (Account/Deal)

    • Basic Plan Active but Survey Creation Still Limited to 3 Surveys

      I have an active Basic (Monthly) subscription (valid period: Dec 24, 2025 – Jan 24, 2026), but the system still limits survey creation to only 3 surveys, which matches Free plan behavior. The subscription appears active in Portal Information, however

    • Manage control over Microsoft Office 365 integrations with profile-based sync permissions

      Greetings all, Previously, all users in Zoho CRM had access to enable Microsoft integrations (Calendar, Contacts, and Tasks) in their accounts, regardless of their profile type. Users with administrator profiles can now manage profile-based permissions

    • Territory Assignment Issues (Lead to Account + Contact)

      1. Lead → Account & Contact Territory Assignment on Conversion A Lead is automatically assigned one or more territories using a workflow and Lead Assignment Rules. This works as expected, and we are able to assign multiple territories to a Lead automatically.

    • Next Page