Announcing Zoho Analytics 6.0 Beta!

Announcing Zoho Analytics 6.0 Beta!

We are delighted to open up the next major version, Zoho Analytics 6.0 Beta! The new version comes packed with a wide range of functionalities for all persona, namely business users, data analysts, data engineers, and data scientists. Zoho Analytics team has meticulously developed these functionalities with a focus on current and future business needs, incorporating valuable user & market feedback.


New capabilities in Zoho Analytics 6.0 Beta includes more data connectors, new visualizations, new interactions, advanced analytical models , the ability to build custom ML models, and 60+ features.  
Note: 6.0 Beta is now available in all paid plans to try out. Features available in specific plans are annotated inline.

1. Data Connectors & Data Management

New Connectors

We are expanding our already available 500+ data connectors with 25+ new connectors for big data platforms and business applications  that includes Yellowbricks, ClickHouse, Dremio, Zoho Connect, Zoho Marketing Automation,  Zoho Backstage, Amazon Seller Central, Airtable and many more.



Also, managing data has now become easier with the following features -- Audit history, Sync history, and Import roll back.

Audit History

Audit logs are crucial for maintaining security and troubleshooting issues. They provide a comprehensive record of user and system Actions, including details of the time when the action occurred and information about the administrator who performed the action.


Sync History

Sync history provides a detailed record of data synchronization activities, making it easy for the administrators to track the status of each data sync. The sync operations are color-coded for immediate recognition. Successful data syncs are indicated in green, and failed data syncs are marked in red with the reasons for failure along with the necessary action to be taken.

Import Rollback 

Automated imports can sometimes have errors and inconsistencies in data, and this can affect the data quality and the results. The import rollback capability reverts the current data import version to its previous version without affecting the existing data flow and analysis, ensuring data integrity.


Unified Metrics

Workspace will have data imported from varied sources, and each data source or table will have different metrics (aggregates) computed for analysis. A unified metrics consolidates all the metrics used across the workspace, helps in standardization, promotes usage, and avoids duplication.



Data Bucketing

Categorize or group data points easily with the Bucket Columns options in Zoho Analytics. (Until now, users had to write formulas to achieve this; now, it is available as an inbuilt option.) Bucketing reduces the number of distinct values (cardinality). It facilitates the transformation of numerical data into different categorical bins and makes data analysis easier.




2. Visual Analytics

Zoho Analytics supports 7+ new chart types (on top of 50+ existing ones) with extensive customization options to enhance the presentation and interpretation of the data.

  • Sankey charts are best suited for visualizing the flow of any process, as they clearly capture the movement of data from one point to another. It helps understand the movement of events through interconnected lines.
  • Racing charts are animated views that are best suited for visualizing the changes in the data over a period of time where the relative ranking of categories is important. They highlight and help comprehend the fluctuations and progression in the data. These types of charts grab the user's attention instantly, providing an immersive experience and helping craft a compelling story about the data.
  • Spark lines are compact charts that show the trends and variations in the data without taking up much space. They are widely used alongside pivot tables and help grasp trends and allow quick comparison of metrics across different fields. Zoho Analytics supports three variations that includes line chart, area chart, and bar chart.
  • Geo Map Layering, add multiple data layers to the geo map to visualize various dimensions of information. This feature includes interactive options for enhanced data exploration.
  • Sunburst charts represent hierarchical data through a series of rings, or concentric circles. Each ring corresponds to a level in the hierarchy. The central or innermost circle represents the root node, or the top-level category. Moving outwards, each subsequent ring represents a subcategory, where the outermost ring is the leaf node. The size of each arc in the ring is proportional to the value of the data. 
  • Conversion bar charts show the connected stages of a process and the gradual decrease in data as it moves through different stages of the process. Each stage is represented by a bar, with a step or stair case pattern indicating the shift in values (along with conversion percentage) at each stage.
  • Tree Map is a visualization composed of differently-sized rectangles that represent your data values. This is beneficial when you want to depict the part to whole relationship among various categories.


Zia  Suggestions

Now, with the new Zia Suggestions, you can effortlessly receive insightful chart recommendations while you are in the creation process. Zia suggests a variety of charts suggestions tailored to your data, allowing you to preview and apply them seamlessly with just a click. 


Global User Filter in Dashboards

You can now have a common user filter across all tabs in the dashboard. Global user filter gets applied across all reports in all tabs of the dashboard. 

3. Advanced Data Analytics 

Zoho Analytics now supports two more advanced data analytics methods: Anomaly Detection and Cluster Analysis.

Anomaly Detection 

Anomaly detection helps you to flag outliers in your data or metrics easily. You can now create charts which highlight anomalous points visually for your attention and action. Zoho Analytics deploys robust ML algorithms and various statistical models for detecting outliers.



Cluster Analysis 

Cluster analysis groups similar data points together based on certain factors or conditions. Each cluster contains data points that are more similar to each other than to those in other clusters, reducing the complexity of the data. Zoho Analytics deploys K-means, K-modes and K-prototypes algorithms for clustering the data points.


Alerts Based on Threshold and Anomalies

Set data alerts based on thresholds and anomalies to ensure timely identification of vital change in the key business metrics and potential issues.


Ask Zia Bot in Microsoft Teams

Combine the generative AI capabilities of Zoho Analytics' Ask Zia with Microsoft Teams. Get answers to your data queries, access key business insights quickly, predict future trends, and build reports right from within Microsoft Teams with Ask Zia bot. 

4. Build your ML Models with AutoML & Code Studio 

Auto ML 

Automated machine learning provides a code-free (low-code/no-code) experience to train, verify, and build custom machine learning models with high efficiency. The simple and user-friendly design makes it possible for people with varied data-level expertise to create ML models easily for their custom needs.



Code Studio 

Python Code Studio enables you to build/import custom logic and ML models for your specific data preparation, transformation, enrichment, and analytical modeling needs.



5. Data Storytelling

BI Fabric

Create unified BI portals for your organization's business needs. Collate reports from other BI applications like Tableau and Power BI. Having a unified portal improves collaboration, promotes centralized accessibility, and makes it easy for C-level executives to make robust business decisions.


Visual Zia Insights

Zia Insights now provides visual narratives! Visuals help process information far more efficiently than lengthy text descriptions. These visuals facilitate multi-dimensional interpretations like comparison, contribution, distribution, trends and proportions.


Zia Insights -Multilingual Support

Zia Insights is now available in French and Spanish. Users can choose their preferred language when accessing Zia Insights for a specific report.

Export as PPT

Export multiple views as a Microsoft PowerPoint presentation. Enhance security by protecting the file with a password.


6. More enhancements

Rank within Filters

Identify and analyze top and bottom performers across various dimensions. The rank-based ability helps find the top or bottom performers within and across individual groups without having to write complex formulas.


Date and String data types in Aggregate Formula

Zoho Analytics now supports the date and plain text as return data types in aggregate functions. This improvement proves immensely beneficial in scenarios such as cohort analysis, project milestone tracking, and various other use cases.


White Label CSS Customization

Elevate the visual appeal of your white labeled product and align it with your brand through the CSS customization feature. This latest addition to Zoho Analytics enables you to customize text, colors, and more on pages, tabs, selections, hover options, enhancing the overall look and feel.


Right to left User Interface

Zoho Analytics now supports a right to left user interface. This option is best suited for languages like Arabic and Hebrew that are read from right to left.

Security

At Zoho Analytics, ensuring data privacy and security remains our topmost priority. We have implemented additional measures to strengthen security through the following enhancements.

Zoho Directory

Zoho Analytics' integration with Zoho Directory allows administrators to handle identity and user access management with ease. You can now easily setup Single Sign-on, setup Active Directory sync, manage user access, etc.,with Zoho Directory.


Workspace Level IP Restriction

Configure workspace-level IP restrictions for enhanced security and to prevent unauthorized access. Previously, IP restrictions were available only at the account level.


Zoho Analytics Mobile App

The Zoho Analytics Mobile app has been upgraded as a native app, optimized for your specific device. This enhancement provides faster loading times, high-quality visuals, and advanced security features specific to your device's operating system to protect your data.


Email Schedule APIs

A new set of APIs are now available for managing your email schedules. These APIs enable you to create, update, trigger and delete email schedules easily.

Features in Private Beta

ChatGPT in Ask Zia

Ask Zia now integrates with ChatGPT assisting you to write complex queries and formulas for effective data analysis.

Diagnostic Analysis

Zia insights now supports diagnostic analysis helping you understand the root causes for a certain outcome.

Custom Connector

Zoho Analytics now enables you create your own integration with third party applications.

Try Zoho Analytics 6.0 Beta!

Do try out the new features and share your valuable feedback with us at support@zohoanalytics.com. Your suggestions are crucial to helping us improve and serve you better.

    • Sticky Posts

    • What's New in Zoho Analytics - November 2025

      We're thrilled to announce a significant update focused on expanding your data connectivity, enhancing visualization capabilities, and delivering a more powerful, intuitive, and performant analytics experience. Here’s a look at what’s new. Explore What's
    • What's New in Zoho Analytics - October 2025

      Hello Users! We're are back with a fresh set of updates and enhancements to make data analysis faster and more insightful. Take a quick look at what’s new and see how these updates can power up your reports and dashboards. Explore What's New! Extreme
    • What’s New in Zoho Analytics – September 2025

      Hello Users!! In this month’s update, we’re raising the bar across multiple touchpoints, from how you bring in data, plan and track projects to how you design and brand your dashboards. We’ve added the all-new Gantt chart for project visualization, expanded
    • Announcing Agentic AI - Ask Zia!

      We are delighted to roll out the new agentic AI capabilities in Ask Zia, where every stage of the BI workflow is assisted by AI. With a human-in-the-loop approach, Ask Zia ensures that you’re in command of the decision, while AI handles the complexity.
    • Invitation-Based User Access in Zoho Analytics

      Hello everyone, We’re rolling out an important update on how users are added to your Zoho Analytics Organization and Workspaces. Previously, when admins added users, they were automatically added to the organization. Moving forward, to improve security
    • Recent Topics

    • "User already exist in your org"

      Hello, I've just read a discussion about this issue, which didn't solve my problem. I'm trying to add the following emails: sales@kiss-my-boutique.co.uk returns@kiss-my-boutique.co.uk orders@kiss-my-boutique.co.uk I'm getting an error message each time I try and add them. None of them are primary or secondary emails and none of them have been created as users before. I know this as when I try and login and do 'forgot my password' all I get is an error message saying 'user invalid'. Please advise.
    • Operation Not Permitted

      Hi, I have problem in adding user after verifying the domain but it seems like error appeared which is "operation not permitted". For your information, I had delete other domain before did it.
    • Email forwarding setup fails

      I'm trying to set up email forwarding from my Zoho email to my gmail address. I followed the directions to set up email forwarding here: https://www.zoho.com/mail/help/email-forwarding.html. I did only steps 1-6. After doing this, rather than setting
    • Passing the CRM

      Hi, I am hoping someone can help. I have a zoho form that has a CRM lookup field. I was hoping to send this to my publicly to clients via a text message and the form then attaches the signed form back to the custom module. This work absolutely fine when
    • Shopify store email issues- Not getting emails

      Hi We have migrated from Microsoft outlook to Zoho back in March, we have a shopify store, the domain is hosted on namesilo, not shopify, I have seen some people here complaining about not getting emails from customers who fill out the contact form on
    • How do I fix this? Unable to send message; Reason:554 5.1.8 Email Outgoing Blocked.

      How do I fix this? Unable to send message; Reason:554 5.1.8 Email Outgoing Blocked.
    • Invoice Discount Account

      Is there a way to change the account used for Discounts applied to an invoice? The current Discount account (ZB native account) type is an "Income" type. I would like to change it to "Other Income", but that is not possible, I am assuming because it contains
    • Need Inactive accounts to be visible in Reports in Zoho Books

      I N=need Inactive accounts to be visible in Reports in Zoho Books to do recons of the accounts but when i see the same they are not visible in the Accountant - Account Transactions report
    • API Support for Creating Invoices with Batch-Tracked Items

      Hi Zoho Community, I am working on an integration where we create invoices in ERPNext and push them to Zoho Books. I need to send batch-tracked items (batch numbers) when creating invoices. I could not find any reference in the Zoho Books API documentation.
    • javax.mail.authenticationfailedexception 535 authentication failed

      Hi, I am facing 535 authentication failed error when trying to send email from zoho desktop as well as in webmail. Can you suggest to fix this issue,. Regards, Rekha
    • Phantom Opening Balance

      While experimenting w/ creating a composite item, Zoho added funds to Petty Cash and added Bank Account equal to previous day's balance. I'm unable to undo the adding of funds. Attaching screenshots of both bank account and petty cash transactions.
    • Importing customer comments and multiple shipto addresses

      I am evaluating Zoho Books and have most of my data imported with two exceptions: (1) Import customer comments - in my current system I have several comments of different types, and I need to bring these into Zoho. Preferably Books customer records, but
    • Detailed Account Reports - Add Running Balance

      When one clicks into an account from a report (say P/L or Balance Sheet), the default reports have the Debit, Credit, and then the Amount. The Amount column (last one) is duplicate information. It would be far better and fit more peoples' use cases if
    • How to Billed from two different GST Numbers

      How to Billed from two different GST Numbers. Suppose ABC & Co had GST registration in Delhi and Haryana and Zoho account is created with Delhi GST Registration number. Now i also want to issue invoice from Haryana GST Registration number. How can i proceed ?
    • Payment system for donations management

      I manage an organization where we receive donations from payers. Hence, there is no need to first create invoices and then create payments received against the invoices. What are the recommended best practices to do this in ZohoBooks?
    • Zoho IP blocked by SpamHaus

      ERROR CODE :550 - 5.7.0 Your server IP address is in the SpamHaus SBL-XBL database, bye
    • IMAP Communication Problems - IMAP Down Again

      We are experiencing the same problems over the last week or so that were supposedly 'solved' according to this thread. Zoho Imap Down Again This is affecting attempts to use IMAP on multiple ISPs and users so is definitely narrowed down to Zoho problems.
    • Can't login to Zoho mail

      I'm logged into Zoho but when I try to go in zoho mail I get: Invalid request! The input passed is invalid or the URL is invoked without valid parameters. Please check your input and try again. I just set up my mx records and stuff with namecheap a few
    • Hotmail is STILL blocking the zoho mail IP

      Greetings, as I already mentioned in my last message, my Zoho IP has been blocked by Hotmail for more than 15 days. Although someone said that the issue was "solved," it still isn't, and this amount of time seems neither normal for a "serious" company,
    • Keyboard shortcut M key

      I'm trying to customize my keyboard shortcuts and assign the "m" key. But it says the key is already assigned. I've looked through all my shortcuts and can't see any assigned "m". When I select an email and press the M key, nothing happens. What is the
    • Manage customer access across multi-brand help centers

      Hello everyone! Managing customer's access across multiple brands has been streamlined with the ability to invite, reinvite, approve, reject, and deactivate contacts individually for each help center brand . This enhancement gives administrators precise
    • White Label certificate

      Hi all, About 72 hours ago, we fulfilled all steps for white labeling (CNAME to point to mail.cs.zohohost.eu), but since then the configuration page is now stuck at "generating certificate" since 3 days. When I execute an NSLOOKUP mail.webfoundry.be it
    • Unusual activity detected from this IP. Please try again after some time

      When i try to create new addresses on my account i am getting this error, it has been 24 hours now and i am still getting this error can anyone help
    • How to add a new domain in my account?

      Probably zoho has the worst UI in the market. Cannot add a new domain to manage a new email address.
    • Ability for admin to access or make changes in zoho form without asking for ownership

      Currently in zoho form only form owner can make the changes in the form and if someone else has to make changes then we have to transfer the ownership to them and even admin also cant access it . So i think admin must have the ability or option to access
    • Why does Zoho’s diff viewer highlight parts of unchanged lines?

      Hi everyone, I’ve noticed something odd in the Zoho editor’s diff view. When I delete a single line, the diff doesn’t just mark that line as removed. Instead, it highlights parts of the next line as if they changed, even though they are identical. Example:
    • Report sorting not working

      I make extensive use of Summary reports and Pivot Tables. Most of these reports are structured such that I have several columns of "information" data that I want displayed, followed by one or more "Data" summarizations. For example, I have the following
    • New Enhancements in Wizards

      Dear All, Wizards help you break a long form into a series of smaller forms on different screens, making it less overwhelming. We are thrilled to introduce a couple of enhancements to wizards in Zoho CRM: Enhancements for conditional rules in Wizards
    • Microsoft Teams now available as an online meeting provider

      Hello everyone, We're pleased to announce that Zoho CRM now supports Microsoft Teams as an online meeting provider—alongside the other providers already available. Admins can enable Microsoft Teams directly from the Preferences tab under the Meetings
    • Find and Merge Duplicates to trigger webhook

      My sales team uses the Find and Merge Duplicates feature often to cleanup records in the CRM. We use webhooks to signal to our internal tools database when new Contacts are created, updated, or deleted, in order to keep our DB in sync with Zoho CRM. However,
    • Charting the 2025 Voyage: Zoho Invoice's Year in Review

      2025 has been a year of progress, productivity, and purposeful growth for Zoho Invoice. From expanding into new regions to refining everyday workflows, each update was designed to help businesses stay compliant, get paid faster, and work with confidence.
    • How to Hide System-DefinedTemplates in Service Report

      Is there any option available to hide system-defined templates? these templates are causing confusion for field users.
    • WhatsApp Report in Bigin CRM

      Reporting feature for Bigin CRM’s integrated WhatsApp that provides insights such as: Number of WhatsApp conversations closed Number of messages sent and received Number of conversations replied to Response and closure metrics for WhatsApp chats More
    • Auto tracking URL generation based on Carrier

      Hi, While creating a shipment order for a package in Zoho Books, I have a requirement that for example, if the carrier is Delhivery and tracking number is 1234, then can automatically the tracking link/URL be generated as www.delhivery.com/1234. Similary,
    • Issue with Azure DevOps Integration in Zoho Flow

      Hello, All workflows between Zoho Flow and Azure DevOps have stopped working for several days now. Upon further investigation, it seems that the connection to Azure DevOps is no longer directly supported. Indeed, Microsoft has deprecated the Azure DevOps
    • Narrative 16: Simplify with workflows

      Behind the scenes of a successful ticketing system: BTS Series Narrative 16: Simplify with workflows What is a workflow? A workflow organizes business tasks in a defined sequence that makes each step clear to all participants. This ensures work is completed
    • Zoho Invoice Customer Login Portal

      Are there any plans for a customer portal to Zoho Invoice, ala Freshbooks?  I would like customers that I invoice to be able to login to review invoices and invoice history.  I have not switched from Freshbooks for this very reason.
    • Random Leads are being created

      Hi, Every few days I am getting random leads that are being created with no form interactions at all. The email addresses are from obvious spam, such as 'Easymerchantsx'. When I look at the timeline, there is a Visit record and then a Lead Created record,
    • Print a price list or price book

      Hi Community. Am I right in concluding that Zoho has no functionality to print a price list from either Zoho CRM, Zoho Inventory or Zoho Books? I won't get stuck on the fact that Zoho doesn't sync price books between Zoho CRM and Books/Inventory (more
    • Bar Chart -- sort X-axis

      Hi! I created a bar chart ("Top 10 Products by Revenue") X-axis: Product Name Y-axis: Revenue Filter: Revenue - Top 10 Here's a picture: http://screencast.com/t/ZTJlZTdkNz The x-axis is sorted alphabetically by Product Name. How can I force it to sort numerically by Revenue?
    • Next Page