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

    • Layout Rules Don't Apply To Blueprints

      Hi Zoho the conditional layout rules for fields and making fields required don't work well with with Blueprints if those same fields are called DURING a Blueprint. Example. I have field A that is used in layout rule. If value of field A is "1" it is supposed to show and make required field B. If the value to field A is "2" it is supposed to show and make required field C. Now I have a Blueprint that says when last stage moves to "Closed," during the transition, the agent must fill out field A. Now

    • Zoho Desk blank screen

      opened a ticket from my email, zoho desk comes up blank, nothing loads. our receptionist also gets the same thing under her login on her computer. our sales rep also gets same thing on zoho desk at his home on a different computer. I tried clearing cache/history/cookies,

    • Optimum CRM setup for new B2B business

      Can some advise the most common way to setup Zoho CRM to handle sales for a B2B company? Specifically in how to handle inbound/outbound emails. I have spent hours researching online and can't seem to find an accepted approach, or even a tutorial. I have

    • filter on sheets mobile (iOS, iPadOS) does not work

      I have this issue on every spreadsheet, whether imported or created natively in Zoho Sheets. I can use on desktop without issue: desktop screenshot on iOS the filter dropdowns are not there and there is no way to add them mobile iPadOS looks the same

    • Is there a way to customize default settings?

      I want to customize default settings within my Zoho Business account. For instance, the current default setting for Texts inserted into a Notebook has the font much bigger than I like. Thus every time I create a new text item on a page, I have to go through the annoyance of selecting all the text and changing the size. Granted this is a minor irritation in the scheme of things, but it would be nice to have the ability to set default fonts, sizes, colors, background colors, etc. Is there currently

    • Can't edit Segments

      Happening with 2 different Zoho One environments, in different browsers. Please fix.

    • Error 554 Email Outgoing Error

      Our email address (info@tvbhouston) was recently migrated to a new domain host on WordPress, and our SSL certificate is still pending. We would like to continue using your service, but we are currently unable to send emails. Could you please re-enable

    • Transfer ownership of files and folders in My Folders

      People work together as a team to achieve organizational goals and objectives. In an organization, there may be situations when someone leaves unexpectedly or is no longer available. This can put their team in a difficult position, especially if there

    • Consumer Financing

      Does Zoho currently have a payment gateway (such as Stripe, Square, etc) which offers financing for customers? So, let's say the estimate we give the customer is greater than what they can afford at the time, but we can sell the service now, letting them

    • Zoho CRM - Option to create Follow-Up Task

      When completing a Zoho CRM Task, it would be very helpful if there was an option to "Complete and Create Follow-Up Task" in the pop-up which appears. It could clone the task you are closing and then show it on the screen in edit mode, all the user would

    • Deluge function to copy parent record file upload field to child record file upload field

      I'm stuck trying to write a deluge function that is triggered via automation in child record "Appointments," confirms if a file is in file upload "Report" field of parent "Contacts" record via Contacts lookup field "Contact_Name". If no file is in parent

    • Make panel configuration interface wider

      Hi there, The same way you changed the custom function editor's interface wider, it would be nice to be able to edit panels in pages using the full width of the screen rather than the currently max-width: 1368px. Is there a reason for having the configuration panel not taking the full width? Its impossible at this width to edit panels that have a lot of elements. Please change it to 100% so we can better edit the layouts. Thanks! B.

    • Image Compression Options

      Much better if we have level of options to compress the image [20%, 40%...] We are dealing with service reports daily that has before and after photos (image field)- the file size too large and one thing, the current limit is 10mb or 15mb for report

    • How to hide or archive a blog post temporarily in Zoho commerce website builder?

      I would like to temporarily hide or archive a blog post in zoho commerce website builder so that it doesnt appear on my website till I enable it again. I tried to look for this option but could not find it.  It only allows me to permanently delete a blog

    • How to mix different types of inputs (such as dropdown list and textbox)

      Hi, I'm creating a form called "Room Reservations" for a company. I created a "table" using "Matrix Choice". I created "Room 1", "Room 2" and "Room 3" with the "Questions". I would then like to create two columns with the "Answers", one called "Department"

    • Zoho Commerce - Poor Features Set for Blogging

      Hi Zoho Commerce team, I'm sure you will have noticed that I have been asking many questions about the Blogs feature in Commerce. I thought that it would be useful if I share my feedback in a constructive way, to highlight the areas which I feel need

    • Pass shipping info to payment gateway Zoho Books to Authorize.net

      For some reason the integration from Zoho books to Authorize.net does not pass the shipping address. Authorize.net is ready to receive it, but zoho books does not send it

    • Massive Zoho Books failure

      We have not received any communication or notification from Zoho, but we have detected that Zoho Books is not working for all our users. We cannot access or use Zoho Books. This is critical. We are trying to contact Zoho on the Spain telephone number,

    • Does the Customer “Company Name” field appear anywhere in the Zoho Books UI outside of PDFs?

      Hi everyone, I’m trying to understand how the Company Name field is actually used in Zoho Books. There is a Company Name field on the customer record, but when viewing transactions like a Sales Order in the normal UI (non-PDF view), that field doesn’t

    • Email outbox is now available in the sandbox

      Hello all! Testing emails without visibility has always been a blind spot in the sandbox. With the new Outbox, that gap is closed. You can now view and verify every email triggered from your sandbox, whether it’s through workflows, approvals, or mass

    • Looking For Recruit Developer

      Hi everyone, I am looking for a Zoho Certified Developer to assist with a development project for MetalXpert. We are building a software system designed to bridge the gap between a candidate mobile app and an employer web portal using Zoho Recruit as

    • sales IQ issue on website

      i integrated the zoho sales IQ code on the website but it is comming in distroted form i am sharing the screenshot below the website is bulit in wix platform

    • I need to know the IP address of ZOHO CRM.

      The link below is the IP address for Analytics, do you have CRM's? IP address for Analytics I would like to know the IP address of ZOHO CRM to allow communication as the API server I am developing is also run from CRM. Moderation Update: The post below

    • Important Update: Google Ads & YouTube Ads API Migration

      To maintain platform performance and align with Google's newest requirements, we are updating the Google Ads and YouTube Ads integrations by migrating from API v19 to the newer v22, before the official deprecation of v19 on February 11, 2026. Reference:

    • Blocklist candidates in Zoho Recruit

      We’re introducing Block Candidate, which helps recruiters to permanently restrict a candidate from applying to current/future job openings. Once the candidate is blocked, they will no longer be able to participate in the recruitment process. This will

    • Zoho Desk - Upsert Ticket

      Hi Desk Team, It is common to request more information from end-users. Using forms is a great way to ensure all the required information is collected. It would be great if there were an "upsert" option on the Zoho Form -> Zoho Desk integration which would

    • Client Side Scripts for Meetings Module

      Will zoho please add client side scripting support to the meetings module? Our workflow requires most meeting details have a specific format to work with other software we have. So we rely on a custom function to auto fill certain things. We currently

    • Introducing Multiple Sandbox Types and Support for Module's Data Population

      Register here for the upcoming Focus Group webinar on Multiple Sandbox | Help documentation to learn more about the new enhancements Hello everyone,  Sandbox in CRM is a testing environment for users to create and test new configurations like workflow

    • Creator Offline

      We had online access setup and working on our iphones. We have just set it up on an 'Android Tablet' and it is not downloading all the images? We use it to show customers our catalogue. Any ideas. Offline components all setup on both devices

    • Enable or disable any Field Rule!

      Hello Zoho Forms Community, We are excited to announce a powerful new enhancement to Field Rules that gives you greater control and flexibility in managing your form logic! Previously, if you wanted to temporarily deactivate a field rule, you had two

    • Marketing Tip #20: Increase traffic with strong meta titles and descriptions

      Meta titles and descriptions are what people see first on search results before they ever click through to your website. If your pages use generic titles or basic descriptions, you miss the chance to stand out, and search engines may not know which page

    • Kanban view on Zoho CRM mobile app!

      What is Kanban? The name doesn't sound English, right? Yes, Kanban is a Japanese word which means 'Card you can see'. As per the meaning, Kanban in CRM is a type of list view in which the records will be displayed in cards and categorized under the given

    • Not able to delete a QC nor able to revert or create a cycle of manufacturing for QC failed Jobs

      Not able to delete a QC nor able to revert or create a cycle of manufacturing for QC failed Jobs

    • Dheeraj Sudan and Meenu Hinduja-How do I customize Zoho apps to suit my needs?

      Hi Everyone, I'm Meenu Hinduja and my husband Dheeraj Sudan, run a business. I’m looking to tweak a few things to fit my needs, and I’d love to hear what customizations others have done. Any tips or examples would be super helpful! Regards Dheeraj Sudan

    • is there any way to change the "chat with us now" to custom message?

      is there any way to change the "chat with us now" to custom message? I want to change this text

    • Subscriptions for service call

      So we install products and we want to offer a service contract for the customers yearly service calls to be billed monthly. So ideally at some point we want to email them a quote for their needs. WE will choice it our end based on the equipment. It would

    • Connection to other user

      Zoho Cliq handles sharing of Custom OAuth Connections that require individual user logins.

    • How to invite friends on other social media platforms to one of my group chats in arattai?

      Hello, I have formed chat groups in arattai. I want to invite my friends on other social media platforms like WhatsApp/ FB to one of my groups. Different friends would be invited to different groups. How to share an invite link of one of my groups to

    • Zoho Books (UK) needs to be able to submit a CT600 CTSA return

      As well as a VAT Return, most (if not all) small businesses have to submit a CT600 Corporation Tax Self-Assessment. There are many providers who do this (like Xero) bujt not Zoho. Can you add this to the request list please? Many thanks Steve

    • Cliq does not sync messages after Sleep on Mac

      I'm using the mac app of Cliq. When I open my mac after it was in sleep mode, Cliq does not sync the messages that I received. I always have to reload using cmd + R, which is not what I want when using a chat application.

    • Next Page