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

    • Service op locatie organiseren met Zoho FSM: waar lopen organisaties tegenaan?

      Bij organisaties met service teams op locatie merken we vaak dat de complexiteit niet zozeer in de planning zelf zit, maar in wat er rond die planning gebeurt. Denk aan opvolging na interventies, consistente servicerapporten, en het bijhouden van installaties

    • Possible to delete the "Big Deal Alert" in Zoho CRM?

      Hi, Is it possible to delete the "Big Deal Alert" in Zoho CRM? My company has no need for it and I want to remove it to clean up my email templates list. Thank you. Moderation Update: Currently, the option to delete the "Big Deal Alert" template is in

    • Allow selection of select inactive users in User data fields

      Hello, We sometimes need to select a previous employee that has an inactive account in the User data field. For example, when doing database cleanup and indicating actions are done by a certain employee that weren't filled out when they were part of the

    • [Webinar] Top 10 Most Used Zoho Analytics Features in 2025

      Zoho Analytics has evolved significantly over the past year. Discover the most widely adopted features in Zoho Analytics in 2025, based on real customer usage patterns, best practices, and high-impact use cases. Learn how leading teams are turning data

    • Need advice for product/item search functionality when adding invoices.

      My client uses "Catalog or Vendor" name and Product code to search for his items. But Zoho only allow to search by product name and SKU when adding items to Invoices/Estimates. Clients product codes are not unique as they may overlap from different catalogs/vendors.

    • Do buttons and vba msgbox work on mobile, specifially the iPhone zoho sheets app?

      In Zoho sheets on the web, I inserted a button and assigned a VBA macro to it. It pops up a msgbox with some text. When I go onto the iPhone mobile zoho sheets app, the button is there. When I click on that button, the spinning asterisk appears for a

    • [Webinar] Solving business challenges- Handling the challenge of transitioning to Zoho Writer from legacy tools

      Moving to Zoho Writer is a great way to consolidate your business tools and become more agile. With multiple accessibility modes, no-code automation, and extensive integration with business apps and content platforms, Zoho Writer helps solve your organization's

    • How can I effectively manage a website with your help?

      I’m wondering if it’s possible to develop a custom website with specific features using Zoho as an alternative platform. My goal is to create a website similar to https://tmsim.ph, with the same kind of functionality and user experience. I would truly

    • Introducing the Yes/No field: Binary decisions made beautiful

      Greetings, form architects! What would you do when you need a simple yes/no answer on your form? Normally, you add a Radio field. Type Yes. Type No. Until now. The new Yes/No field is purpose-built for binary decisions. It is preconfigured, visually consistent,

    • Move email between inboxes?

      Is it possible to move emails from one team inbox to another? We would like to be able to have a single "catch-all" inbox for incoming requests, and then move the email to the appropriate department inbox. I was hoping we would be able to accomplish this

    • The power of workflows in Zoho Marketing Automation - Video Webinar

      In this Zoho Marketing Automation video webinar, our experts walk you through: Why you may want to create marketing workflows How to create marketing workflows Use Zoho CRM data and apply workflows to automate your marketing strategy How workflows can

    • Zoho CRM's sales trend and sales follow-up trend dashboards are now customizable

      Dear Customers, We're here with good news! Sales trend and sales follow-up trend are two system-defined dashboards that help you understand trends and anomalies in your sales outreach and conversion efforts. They use Zia's intelligence to identify patterns

    • Introducing Rule-Based AI Coding Assistants for Zoho Finance Widgets

      Hello customers, We’ve introduced rule-based AI coding assistants to speed up Zoho Finance widget development. You can try them out in Cursor AI and GitHub Copilot. This helps you build widgets quickly using simple prompts, while ensuring the generated

    • Marketing Tip #21: Create an About Us page

      People don’t just buy products, they buy from brands they trust. An About Us page helps customers understand who you are, what you stand for, and why your business exists. It adds a human touch to your store and reassures shoppers that there’s a real

    • Zobot to handle single choice menu when dynamic list content is more than 10 items

      Whatsapp supports maximum of only 10 items for its single choice menu. When we need to show a dynamic list with content more than 10, this could be challenging. We essentially need to add a next and previous buton here in order to make it functional.

    • Add the ability to Hide Pages in Page Rules

      Hi, We have Field Rules to show and hide fields and we have page Rules, but we can't hide a page in Page Rules so it isn't completed before the previous page (And then have the Deny Rules to prevent submitting without both pages completed), we can only

    • Column letter from number

      Hello, I am trying to select a cell and i have the column number. How do i do this or is there a way of getting the letter from the number? Thank you

    • Zoho One Spaces UI

      Zoho One も UI が新しくなっていくようです。 Switch Space Overview https://help.zoho.com/portal/en/kb/one/spaces/spaces-ui/articles/swi#Overview Your new space for personalized business productivity https://www.zoho.com/blog/one/your-new-space-for-personalized-business-productivity.html

    • Zoho CRM NextGen UI

      Zoho CRM の Everyone 画面の UI がまた変わるのですね。NextGen UI 更新日時が1ヶ月前で、Zoho Japan でもアナウンスされていたようですが、気が付きませんでした。 【Zoho CRM】Zoho CRM for EveryoneのUIアップデートのお知らせ https://support.zoho.co.jp/portal/ja/kb/articles/zoho-crm-zoho-crm-for-everyone-s-nextgen-ui-gets-an-upgrade

    • View Answer Bot conversations?

      We are trialing Zia and are experimenting with Answer Bot on our knowledge base. So far so good! Management asks me if it is possible to view Answer Bot conversations, the purpose being to look over its shoulder and confirm that it is working as des

    • Train Zia answer bot on only part of Knowledge Base?

      We are trialing Zia answer bot and hope to use it on the knowledge base to help our users find the information they are looking for. I have found how to train Zia on the entirety of our knowledge base. But is there a way to train it on only certain categories

    • Smarter holiday planning with yearly-specific Holiday Lists

      Hello everyone! Managing holidays and business hours is now easier and more efficient. Holiday Lists now support holidays that fall on different dates every year, while business hours now supports more than one holiday list. This helps businesses manage

    • Temporary Outage in Zoho Cliq Affecting US Users – July 23, 2025

      We experienced a service disruption in Zoho Cliq that impacted core functionality for users in the US region. The issue occurred between Jul 23, 2025, 06:54:00 PM IST and 07:13:13 PM IST, lasting approximately 19 minutes. To restore service stability,

    • Function #20: Custom calculation in item table of invoices

      When you create an invoice in Zoho Books, the 'Amount' of a line item is typically calculated as the product of the "Quantity" and the "Rate" of the item. For instance, if an item has a sales rate of $50 and a quantity of 5 is sold, then the amount would

    • Wie veröffentliche ich ein PDF Datei?

      Hallo! Wie veröffentliche ich PDF Datein ich habe ein PDF Datei und den sieht ihr im Upload ich möchte ihn veröffentlichen wie? Mit Freundlichen Grüßen, Herr Bahaa Addin Chkirid

    • Zoho NOTEBOOK: What are file size restrictions?

      I understand that Zoho NOTEBOOK is a free product, and what it offers is great. But I'm wondering what the file size restrictions are. When I record an audio note in Zoho Notebook, what is the maximum length of recording time/audio file size? When I wish to upload MP4 video, what is the maximum video size I can upload per Zoho Notebook restriction? Moreover, does Zoho Notebook use its own storage structure, or can I upgrade my storage for Zoho Notebook to add larger file attachments, videos and audio

    • Zoho Campaigns: An Outstanding Email Marketing Tool

      Introducing Zoho Campaigns! A product designed by Zoho, the Zoho Campaigns is made to create, deliver, and manage integrated email campaigns that can help in boosting the sales of a company and its customer base. Zoho Campaigns is actually an email marketing

    • Zoho Creator Developer Console | Improved Distribution and Lifecycle Management for apps

      Hello everyone, We're excited to introduce new enhancements now in the Zoho Creator Developer Console. These updates strengthen private app distribution through licensing controls and extend environment support across all installed apps, helping teams

    • Sync images with Shopify/Cart

      Hello, sync images with shopify or other cart, it cuts out the double work of having to upload to shopify/cart and zoho. Thanks

    • External User onboarding for zoho connect is not really intuitive.

      So the external user is sent an invite, which has a button that directs them to login to zoho to view the invite, but if they don't have a zoho account, they cannot access that invite, which seems kinda silly, as there is not real way on for them to create

    • Having trouble fetching contents of Zoho Connect Feeds using the API, requesting alternative API documentation.

      I'm trying to retrieve feed/post data from Zoho Connect using the API but facing challenges with the current documentation. What I've tried: OAuth authentication is working correctly (getting 200 OK responses) Tested multiple endpoints: /pulse/nativeapi/v2/feeds,

    • How to upload file to Connect using API?

      Hi there. I looked at the API documentation and nowhere did it mention how to use the API method to upload a file even though it is mentioned that it is possible to be done so. Please help.

    • Select the task view on the board in the Zoho Connect iPhone app

      Hello. How do I select the task view on the board in the Zoho Connect iPhone app? The Android app has this functionality.

    • Auto tagging

      Some of the articles I enter into Notebook get there when I enter them in Raindrop.io and IFTTT copies the articles in Notebook. When this happens the notes are tagged but instead of useful one word tags with topic the tag pertains to the specific article

    • WebDAV support

      I need WebDAV support so that I can upload/download (and modify) documents from my local file system. Is anything planned in his direction?

    • Constant refresh required in lots of Zoho tabs

      "Hey Zoho, if you can sync my notification bell across 15 tabs using a BroadcastChannel, why can't you send a 'Data Refresh' signal the same way? We don't need a browser reload—we just need the data to sync without us clicking F5 like it's 1999." "PS:

    • What's New in Zoho Billing | January 2026

      Excited about the latest enhancements in Zoho Billing? Our January updates bring an intelligent AI assistant, smarter subscription management, and improved tax compliance, saving you time and reducing manual work. Dive into the details below to see how

    • Inserting images into Articles or Knowledgebase

      Hi, Are there any plans in improving the Knowledgebase text editor so it would allow inserting images through Windows clipboard via copy-paste? Say for example I took a screenshot using the snipping tool in Windows and I'd like to insert that image to

    • Links not functioning in Zoho mail

      Links that are included in emails I receive are not activating. Nothing at all happens when I click on them. I have researched FAQs and this forum to no avail. Any suggestions?

    • Zoho Mail iOS app update: Manage folders and tags

      Hello everyone! In the most recent version of the Zoho Mail iOS app, we have brought in support to manage(create, edit and delete) the folders and tags. Create folders Create Tags Edit/ Delete folder In addition to this, we have also brought in support

    • Next Page