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

    • How do I add a project template to a pre-existing project?

      Help....How do I add a project template to a pre-existing project? Right now I have to delete the old project, make a new one and add the project template at the time of creating the new project.

    • Passing the image/file uploaded in form to openai api

      I'm trying to use the OpenAI's new vision feature where we can send image through Api. What I want is the user to upload an image in the form and send this image to OpenAI. But I can't access this image properly in deluge script. There are also some constraints

    • Users may not pick the fields to be shown as columns in the Choose Account window when creating a new Deal record

      Hi there, by talking with other users I found out that I, as an Admin, am the only one who can pick fields to be shown as columns in the Choose Account window when creating a new Deal record. In fact, if other users click on the "Add Column" symbol on

    • Why is the ability Customize Calls module so limited?

      Why can't I add additional sections? why can't I add other field types than the very limited subset that zoho allows? Why can I only add fields to the outbound/inbound call sections and not to the Call Information section?

    • Report Template - How to remove page break after each record?

      Hi, We have report template for a list report. It looks good at screen. But when printing, it creates a page break after each record. How to remove the it? So we can print multiple records in same page. Please look at the attached screenshots. Report Template Report Print Preview

    • Calendar report with order options and more quick view templates

      I think many of us regularly work with calendar-style reports. It would be great to be able to customize the quick view with new templates and have options to sort the entries for each day of the calendar by different criteria. I think this is an interesting

    • Deprecation Notice: OpenAI Assistants API will be shut down on August 26, 2026

      I recieved this email from openAI what does it means for us that are using the integration and what should we do? Earlier this year, we shared our plan to deprecate the Assistants API once the Responses API reached feature parity. With the launch of Conversations,

    • Shall we play a game?

      Presenting the very first game created using ZOHO Creator: Tic-Tac-Toe (or noughts and crosses) I made this to challenge myself and employ some of the new features of ZOHO Creator. I must admit that the code is very literal and not too elegant. There are plans to improve on the machine AI and streamline the code over time. Currently the code makes extensive use of functions for the machine "AI" - there are 12 of these.   The machine AI can be tricked, so to counteract that I made it exceedingly arrogant

    • CRM notes

      I want to be able to add notes to a task that do not necessarily get rolled up into an account or contact.   For example, I tasks to work on a Court Order for John Doe divorce account.  There might be lots of updates (in the form of notes) that employees

    • Confluence export to zoho learn

      Hello Is there any known way to export Confluence spaces to zoho learn ?

    • Zoho People API, Inactive users

      Hi, I would like to export using the Zoho People API using Fetch Leave Records API V2 | Zoho People API. However it only pulls active user's leaves. I want all users, active and former employees records.

    • Empty folders are now appearing in the sidebar...

      ...and the folder list is now auto-collapsed by default with no way to change. Neither of these recent updates are useful or user-friendly. ==================== Powered by Haiku https://www.haiku.co.uk ====================

    • Client Script | Update - Client Script Support For Custom Buttons

      Hello everyone! We are excited to announce one of the most requested features - Client Script support for Custom Buttons. This enhancement lets you run custom logic on button actions, giving you greater flexibility and control over your user interactions.

    • Zoho CRM for Everyone's NextGen UI Gets an Upgrade

      Hello Everyone We've made improvements to Zoho CRM for Everyone's Nextgen UI. These changes are the result of valuable feedback from you where we’ve focused on improving usability, providing wider screen space, and making navigation smoother so everything

    • Create custom rollup summary fields in Zoho CRM

      Hello everyone, In Zoho CRM, rollup summary fields have been essential tools for summarizing data across related records and enabling users to gain quick insights without having to jump across modules. Previously, only predefined summary functions were

    • Monthly Webinar - Getting Started with Zoho LandingPage

      Are you building your first landing page and want a little guidance? Join our monthly Getting Started with Zoho LandingPage webinar and learn how landing pages fit into your marketing strategy, drive lead generation, and improve conversions. Here’s what

    • View all email threads directly from record's History and Interactions

      Greetings all, We've introduced the ability to view complete email thread conversations directly from records' History and Interactions sections, along with email delivery status and sentiment insights on the Interactions page—which makes it easier for

    • Marketing Tip #22: Check website and navigation for broken links

      Do you inspect your online store frequently? If not, here's your reminder to do it now. Broken links frustrate customers and make your store feel unreliable. Whether it’s a missing product page, an outdated menu item, social media accounts, or a broken

    • Online Payment Fees

      We don't take many online credit card payments so the merchant service provider (PayPal) charges us the 2.9% fee for processing the amount. I would like the ability for the fee to be automatically added to the total amount for "ease of payment". We'd

    • push notification to Cliq when user is @mentioned in CRM notes

      push notification to Cliq when user is @mentioned in CRM notes. Currently users that is @mentioned gets an email to be notified. User/s that is @mentioned should get a Cliq notification.

    • How to make entries for restaurant sales in Zoho Books?

      Hello, I'm new to Zoho Books. I need to understand how to record our restaurant sales in Zoho Books. We can't raise invoices for each bill from the daily sales report generated by our POS (duplicated effort). We need a means of entering cumulative sales

    • Integrate with WooCommerce using Wordpress Plugin

      We’re thrilled to announce a powerful update to the Zoho Marketing Automation WordPress plugin with WooCommerce integration! This enhancement enables new possibilities for businesses running online stores using WooCommerce, empowering them to merge seamless

    • How do I sync multiple Google calendars?

      I'm brand new to Zoho and I figured out how to sync my business Google calendar but I would also like to sync my personal Google calendar. How can I do this so that, at the very least, when I have personal engagements like doctor's appointments, I can

    • Domain already exists

      Hi, I tried to add my domain creativecolumnist.com but its showing as Domain already exist. Please release if it has already been associated with Zoho, I am the real owner of that domain.

    • Select forwarding

      For Zoho mail online on PC in web browser: I had forwarding enabled in section "Mail accounts / Forwards", and I also have some filters that send emails from some unwanted senders to Archive. But it doesn't work as intended, it forwards everything (obviously

    • system not picking my default custom service report template

      Can you tell me why when we create a service report always pick the (standard old) template? Even when I have a custom service report selected as Default.

    • Restrict Appointment Booking to Approved Clients

      Dear Zoho Bookings Support Team, We'd like to propose a feature enhancement for managing appointments within Zoho Bookings. This feature would ensure only pre-approved clients can schedule meetings. Desired Functionality: We propose the introduction of

    • Automate Credit Card Surcharge

      Is there a way to create an automation that will add a 3.0% credit card surcharge to a subscription whenever a customer pays via credit card?

    • I have the item field and Quantity field in the sub form , on the submit of the form if the quantity is grater than inventory means show alert on submit validation only for item type goods ,

      I have the item field and Quantity field in the sub form , on the submit of the form if the quantity is grater than inventory means show alert on submit validation . Stock Check Validation only for item type goods , not for item type service . For the

    • Disappearance of all articles in the knowledge base

      Hi there! It seems like all of our articles have disappeared from the knowledge base: However, the names still appear in the "sort articles" section:

    • Logic for sending to a non-primary email address

      Hi, I have a scenario where contacts are able to sign up for emails with 2 different email addresses (example: work, personal). I've mapped both to Campaigns from Zoho CRM, but when I go to target an email only the primary email addresses are pulling in. How can I update this to look at both of the email addresses - or specifically the secondary email address in Campaigns? Thanks, Jenny

    • Add "Reset MFA" Option for Zoho Creator Client Portal Users

      Hello Zoho Creator Team, We hope you are doing well. We would like to request an important enhancement related to Multi-Factor Authentication (MFA) for client portal users in Zoho Creator. Currently, Creator allows us to enforce MFA for portal users,

    • Tables for Europe Datacenter customers?

      It's been over a year now for the launch of Zoho Tables - and still not available für EU DC customers. When will it be available?

    • NOTAS INVISIBLES

      Siempre que abro mis notas salen invisibles, muchas no resaltan las *negritas* en la vista previa hasta que te metes en ellas y modificas algo. Pero omg con el equipo de Zoho. Les dije que las usaba mucho precisamente por la VISTA PREVIA y encontrar las

    • Does Zoho has chatroom/chatbot url feature?

      Hi Zoho community! I’m looking for a quick "Yes/No" answer for my dev team regarding Zoho’s capabilities. We currently use Zoho Desk for our Service Team and Zoho CRM for our Marketing Team to bring both functions under one platform. Our question: Does

    • One Support Email Managed By Multiple Departments

      Hello, We use one support email (support@company.com). Incoming emails come to the "Support Department" and based on what the customer is asking, we route that ticket to different departments (billing, technical support, etc.). When users in these different

    • Is it Possible to Modify Standard Report Urls

      Is there a way to permanently modify standard report Urls? Use case: Suppose I have a Products report. Showing list as timeline, calendar, or kanban doesn't make sense. Want to hide that from users by adding #Report:Products?zc_ShowAs=false&zc_Print=false

    • Updated font library: New font styles and custom font options in Zoho Sheet

      Zoho Sheet's font library now supports 500+ font styles in 60+ languages! The updated font library is stacked with new font styles, and some of the previously available font styles have been replaced with equivalent options. There are two ways you can

    • scope for phonebridge in CRM and phonebridge API documentation

      Hi I cannot find the scope to be used for phonebridge in CRM API V2 calls. I am getting OAUTH_SCOPE_MISMATCH for scope group ZohoCRM.modules.ALL,ZohoCRM.setttings.ALL Also I am not able to locate the documentation for the same, All I have is phonebridge

    • Job Alerts for Candidates

      hi All, I have 2 questions relating to sharing job details with candidates. 1. is there a way to notify candidates that meet certain criteria of current jobs available? eg. I run a candidate search, and identify 50 candidates that might be suitable. Can

    • Next Page