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

    • 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.

    • 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

    • 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.

    • 2025 in Review: Powering Field Services Forward—One Feature at a Time

      As 2025 draws to a close, it’s time to pause and reflect on a year of meaningful progress at Zoho FSM. This year was all about listening closely to our customers and partners, building with purpose, and continuously improving the way field service teams

    • Syncing with Google calendar, Tasks and Events

      Is it possible to sync Zoho CRM calendar, task and events with Google Calendar's tasks and events. With the increasing adoption by many major tool suppliers to sync seamlessly with Google's offerings (for instance I use the excellent Any.do task planning

    • CRM x WorkDrive: We're rolling out the WorkDrive-powered file storage experience for existing users

      Release plan: Gradual rollout to customers without file storage add-ons, in this order: 1. Standalone CRM 2. CRM Plus and Zoho One DCs: All | Editions: All Available now for: - Standalone CRM accounts in Free and Standard editions without file storage

    • How to install Widget in inventory module

      Hi， I am trying to install a app into Sales Order Module related list, however there is no button allow me to do that. May I ask how to install widget to inventory module related list?

    • How do I associate pricebooks to a customer?

      I setup a few pricebooks, that worked fine. But now the only thing I can do with it, when I enter a quote or sales order, I can select which pricebook to use, but I have to do this product by product every time I add one. Is there a way to connect a pricebook

    • SQL Table slowed to a crawl

      Hi all - I seem to have noticed an update. Now whenever I am typing in the script field for the SQL tables there is a huge delay and it is all very slow. This has never been the case for me in over 5 years of using Analytics - I really hope it's fixed

    • Good news! Calendar in Zoho CRM gets a face lift

      Dear Customers, We are delighted to unveil the revamped calendar UI in Zoho CRM. With a complete visual overhaul aligned with CRM for Everyone, the calendar now offers a more intuitive and flexible scheduling experience. What’s new? Distinguish activities

    • FOLDER DISAPPEARED

      Hello Zoho Community. I recently found a problem with no explanation: a folder in Zoho Analytics just disappeared, but the tables and SQL sentences still existed, the folder was not deleted. The solution for me in this case was to create a new folder,

    • Zoho Tracking Image location

      So we've been having an issue with tracking email opens. Specifically in Gmail. Our emails are not that long either, maybe 4 sections of image/250 characters of text/button per section.  But all my test accounts I used via Gmail we're showing opens. But then come to find out the tracking image is at the very bottom of the email. So If the message is clipped (It always just clips our social icons on the bottom) and the user doesn't click the show more button it never tracks the open.  Looking at other

    • New to automation - please help

      Hi there! We are new to automations in Zoho. We built out one automation campaign and it seems to be firing off for some people but others not. Please advise what's the best practice or if anything we should tweak. Thank you so much!

    • Unable to Create Zoho Booking via the Book Appointment API

      Its giving the below error {     "response": {         "errormessage": "Error setting value for the variable:customer_details\n null",         "status": "Error"     } } Request: POST Url: https://www.zohoapis.in/bookings/v1/json/appointment attached Zoho-oauthtoken

    • Task Details on task template

      When creating a task template in settings that task details seem to be missing. Is it not possible to set the details of a task, such as the priority, type, reminder settings, and custom field values?

    • Building Toppings #3 -Testing and publishing Bigin toppings

      In previous forum posts, we discussed what a Bigin topping is and explored the Bigin Developer Console's features. In this post, we're going to create a topping from scratch and discuss how to test and publish it. Our topping will automate follow-up management

    • markdown files?

      How can I import a markdown file into a note?

    • Mail to Zoho Notebook

      In the Instuctiosn I faound as email add@notebook.app In my account I see add@eu.notebook.app What is correct please

    • Auto-Invite Users to Portals in Zoho CRM based on Conditions

      Hello Everyone, You can now automate portal invitations in Zoho CRM with the new Auto-Invite users feature in Portal management. No more manually enabling portal access one by one. With this enhancement, you can automatically send invites for users to

    • Growth You can Count On: Zoho Billing's 2025 Journey

      As we wrap up 2025, we’re reflecting on a year rooted in steady progress and meaningful growth for Zoho Billing. Every enhancement we have introduced was built to support scalable and reliable billing growth for your business. From launching the Enterprise

    • 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

    • Need help with creating workflow with Bigin and Clickup

      Can you please help me with this? I am trying to create a workflow in Zoho Flow wherein a bigin Pipeline deal moves to Decision Closing, it will create a task and subtasks in Clickup, under the condition/filter that the Deal name contains the word Social

    • [Webinar] Automate generation of wills, trusts, POAs, and other estate planning documents with Zoho Writer

      Managing the lifecycle of the estate planning documents such as wills, trusts, and POAs, from client intake to final storage, can be complex and time-consuming. Join our live webinar to learn how Zoho Writer transforms this process by automating document

    • Create / Update Rule in TeamInbox when record is updated in ZohoCRM using flow?

      I'm currently evaluating options and trying to work out if the possible scenario is possible; If a record in ZohoCRM is updated, take 2 of the fields from that - lets call them 'OrderRef' and 'OrderTo'. Using flow, if a record is added or updated, add

    • Plans to allow more columns of monitoring, and monitoring not only your own channels?

      Are their any plans to allow more columns of monitoring, and monitoring not only your own channels? Here's why - I'm sure I'm not alone in that we sell other brands products, so not only am I interested in my own brand social channels, but also the social

    • Next Page