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

    • ISO 3166-2 Compliant Country and Regions

      Zoho should consider implementing ISO 3166-2 standards for countries and regions in address dropdowns. It adds a lot of noise in the data when items added programmatically conform to ISO 3166-2 (e.g., TX for Texas, CA for Canada, etc.), but the few items

    • Tax on Imported goods charged by Shipping Company

      Hi Folks, I imported goods from outside Canada, for better understanding I will give an example data. imported goods value: 2000$ The shipping company sent me an invoice containing the following information: Custom duty on imported goods: 400$ Administration

    • Invoice Import Error: "Either Tax or Tax Exemption Reason is required" - Recurring Across All Attempts

      Issue Description: I'm experiencing a critical issue with invoice imports in Zoho Books. Every import attempt fails with the same error message, regardless of the tax data provided: Either Tax or Tax Exemption Reason is required. This error is blocking

    • Zia Agents in Zoho CRM: a better way to set up digital employees

      Hello everyone, If you've been using Zia Agents in Zoho CRM, so far using Connections was the only deployment method you're familiar with. You create an agent in Zia Agents (define its objective, write instructions, use tools, add knowledge base) and

    • Amazon FBA integration - Handle invoice reconciliation under different GSTINs,

      Dear Zoho Community, Thank you for the clarification regarding the Amazon FBA integration, default warehouse, and GSTIN mapping in Zoho Inventory. I understand that Zoho currently supports only one warehouse for Amazon FBA, and that all FBA orders are

    • Can I hide empty Contact fields from view?

      Some contacts have a lot of empty fields, others are mostly filled. Is there a way I can hide/show empty fields without changing the actual Layout? I would like to de-clutter my view, and also be able to add information later as I am able. I would be

    • Hiding / removing Currency field from Layout

      Hello, I'm working on the LEAD standard layout of Zoho CRM. I like to have it as minimal as possible for our team. I could remove most of the field, but Currency is not possible. As lead, I don't quite understansd the necessity to have Currency as mandatory.

    • Prevent Automatic Milestone Inheritance for Newly Created Task Lists

      Hello Zoho Projects Team, We hope you are doing well. We would like to request an enhancement regarding how new task lists inherit Milestone association in Zoho Projects. Current Behavior: At the moment, when a new task list is created below an existing

    • Zoho CRM Copilot Connector

      Hello, Are there plans to release a connector for Zoho CRM and Copilot? I'm in the early research stages of potentially switching our CRM solution to Microsoft Dynamics because of its out of the box integration with Copilot. The advantage being that we

    • Zoho Sheet for Desktop

      Does Zoho plans to develop a Desktop version of Sheet that installs on the computer like was done with Writer?

    • Automation Series: Notify Admin When User Accepts an Invitation

      In Zoho Projects, a portal is an organisational-level workspace where user can manage multiple projects. To join a portal, a user will have to accept the portal invitation. However, it is important for admins to be in the loop when a user accepts the

    • Limitation in Using Images or Icons within Dropdown Options in Zoho Survey

      Zoho Survey does not support the inclusion of images or icons within dropdown (select box) options. Dropdown question types are limited to text-only choices, which restricts the ability to present visually rich options such as product images or icons.

    • Trigger workflows from SLA escalations in Zoho Desk?

      Hey everyone, I’m currently working with SLA escalation rules in Zoho Desk and ran into a limitation that I’m hoping someone here has solved more elegantly. As far as I can tell, SLA escalations only support fairly limited actions (like changing the ticket

    • Zoho Bookings - Feature Request - Services Which Include A Resource and Consultant

      Hi Bookings Team, My feature request is to have the ability to add Consultants and Resources to Services. Use case: Your business provides first aid training and there are certain equpment you require to provide the half day training. There are only specific

    • What's New in Zoho Invoice | January – March 2026

      Hello everyone! We're back with the latest updates and enhancements we've rolled out in Zoho Invoice from January to March 2026. Here's what's new this quarter: Compact Bilingual Template [GCC Editions] Tax Calculation on MRP for Tobacco Products [India

    • What is a realistic turnaround time for account review for ZeptoMail?

      On signing up it said 2-3 business days. I am on business-day 6 and have had zero contact of any kind. No follow-up questions, no approval or decline. Attempts to "leave a message" or use the "Contact Us" form have just vanished without a trace. It still

    • can change deal colors in bigin?

      can be super useful if we can change colors deals process any way to do it?

    • Facturation électronique 2026 - obligation dès le 1er septembre 2026

      Bonjour, Je me permets de réagir à divers posts publiés ici et là concernant le projet de E-Invoicing, dans le cadre de la facturation électronique prévue très prochainement. Dans le cadre du passage à la facturation électronique pour les entreprises,

    • Subform edits don't appear in parent record timeline?

      Is it possible to have subform edits (like add row/delete row) appear in the Timeline for parent records? A user can edit a record, only edit the subform, and it doesn't appear in the timeline. Is there a workaround or way that we can show when a user

    • Zoho One - White Label

      Releasing a white-label feature for Zoho One, or any software or service, can offer several advantages and benefits for both the company providing the software (Zoho in this case) and its users. Here are some key reasons for releasing a white-label feature

    • Google Fonts Integration in Pagesense Popup Editor

      Hello Zoho Pagesense Team, We hope you're doing well. We’d like to submit a feature request to enhance Zoho Pagesense’s popup editor with Google Fonts support. Current Limitation: Currently, Pagesense offers a limited set of default fonts. Google Fonts

    • 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.

    • Setting default From address when replying to request

      At the moment, if I want to reply to a request, the From field has three options, company@zohosupport.com, support@company.zohosupport.com, and support@company.com.  The first two are really internal address that should never be seen by the customer and

    • Ask the Experts - Live Q&A webinar

      Hello Community, We’re excited to host our very first Ask the Experts session! Join us on 7 April 2026 from 11 a.m. to 12 p.m. (IST) for this live webinar Q&A session, where you will have an opportunity to connect directly with our product experts, gain

    • Analytics : Highlighting a single bar in a bar chart

      I have a bar chart showing values across a year by week. I have a user filter to change the selected week, however the year graph will remain as showing the full year.  Is there anyway to conditionally format or construct the year graph to highlight the selected week ? 

    • Agents permission per department

      Hi Team, can I setup permission for each agent what they can do in each department, for example I want account department agents to only have view access to support department tickets and not allowed to assign or reply to clients. I am sure this would

    • Zoho CRM with Built-In MCP Support

      Zoho CRM now provides built-in support for Model Context Protocol (MCP), enabling AI tools to connect and perform CRM actions using natural language. Zoho CRM MCP servers act as a bridge between AI agents and Zoho CRM, exposing CRM capabilities as callable

    • Choose Component for User Filter

      This filter in the Choose Component for User Filter would be better if had an Order or Group by function. Also, the Specify the default filter values: is very confusing and limiting.

    • Inviting client to setup brand and more

      Hello, There are two most critical functions which must be added in Zoho Social for Agency. Invite user/client to setup brand and link social media. As a agency we tell our clients, we don't want your social media credentials to manage your account. Then

    • Disable - order online at zoho store

      I'm running cafe with Zoho POS. Doing good, however this enablement (Disable online order only on zakyastore.in) would enhance the business. Support asked to close -> "We can close the store from more options in the Mobile store > Overview > Store details

    • Mass email from Report output

      Hi, I'd like to send a mass email based on a report output. The report is pulling multiple information from linked modules. Each line of the report ends up with a contact name, email and multiple field values pulled from the linked modules (some are custom

    • Schedule from AI with Zoho Bookings MCP Server

      Greetings from the Zoho Bookings team! We’re excited to introduce the Zoho Bookings MCP (Model Context Protocol) Server integration, a powerful new way to bring AI-driven automation into your scheduling workflows. With MCP, you can connect Zoho Bookings

    • Issue with attaching files to a task through the API

      Hello! I've implemented a function that creates a task for every new bill that is created but I haven't been able to attach to the task the files which are attached to the bill. I have encountered multiple errors but the most common one is error 33003:

    • Create your own Zoho CRM homepage using Canvas - Home View!

      Hello everyone We are excited to share a new enhancement to Canvas in Zoho CRM that gives users more control over how their homepage looks and works. Introducing Canvas Home View! What is Canvas Home View? You can now create and design a custom homepage

    • How to make separate ledgers for GST (different types). Based in India

      Hello Everyone, I am trying to configure GST for a small business and I am not able to create separate ledgers for the different types of GST. In the reports all of it is mentioned under one heading which is not allowed. How do I make sure that the different

    • Zoho mail admin panel not opening

    • Introducing SlyteUI : From Idea to a Working Interface in Minutes

      Hello everyone! Are you spending hours building basic UIs? Does even the smallest customization feel like a major task? CRM customization should feel intuitive and straightforward, not time consuming or exhausting. SlyteUI makes this possible by simplifying

    • Canadian Banks ?

      Can you advise which Canadian Banks can be used to fully sync credit cards and bank accounts? Thanks

    • Combined Tasks and Issues View (Jira-Style Unified Workload)

      Hello Zoho Projects Team, We hope you are doing well. We would like to submit a feature request regarding task and issue visibility in Zoho Projects. Current Behavior: At the moment, Zoho Projects separates Tasks and Issues into different modules, each

    • Scale up your support with Zia actions

      Hi there, Have you explored how Zia can help automate repetitive tasks? In customer support, every detail matters when delivering the right solutions to customers, and Zia is here to support you. This edition highlights how Zia can simplify and streamline

    • Next Page