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

    • System Components menu not available for Tablet to select language

      I have attached a screenshot of my desktop, mobile, and tablet menu builder options. I am using 2 languages in my application. Language Selection is an option under the System Components part of the menu, but only for my desktop and phone(mobile). My
    • Approvals in Zoho Creator

      Hi, This is Surya, in one of  my creator application I have a form called job posting, and I created an approval process for that form. When a user submits that form the record directly adding to that form's report, even it is in the review for approval.
    • How Zoho Desk contributes to the art of savings

      Remember the first time your grandmother gave you cash for a birthday or New Year's gift, Christmas gift, or any special day? You probably tucked that money safely into a piggy bank, waiting for the day you could buy something precious or something you
    • Estimate PDF Templates - logo too large

      Hello, I cloned a standard estimate template, but my logo is showing up much larger than intended. This doesn’t happen with the standard invoice template, where the logo displays correctly. How can I adjust the logo size in the estimate template? Thank
    • Select CRM Custom Module in Zoho Creator

      I have a custom module added in Zoho CRM that I would like to link in Zoho creator.  When I add the Zoho CRM field it does not show the new module.  Is this possible?  Do i need to change something in CRM to make it accesible in Creator?
    • Invoice emails not sending but reminders are

      I am a new user. I have been creating some dummy invoices before I go live and have struck a block. Emails for the invoice are not being recieved by the recipient, however, when I send a reminder for the same invoice the email is sent. NOTE: I have checked
    • Deleted account recovery

      I ended up accidentally deleting our Zoho invoice account while trying to work something out. Emailed support for recovery and restoration of the deleted account, if possible, but they responded by saying they can't find an account associated with that
    • Devis et factures multipage coupées

      Bonjour, je suis sur Zoho invoice et je rencontre un problème sur mes devis et factures lorsqu'ils dépassent 1 page. je me retrouve souvent avec des lignes coupées ou le sous total page 1 et le total page 2. j'aimerai savoir s'il existe une possibilité
    • Custom Related List Inside Zoho Books

      Hello, We can create the Related list inside the zoho books by the deluge code, I am sharing the reference code Please have a look may be it will help you. //..........Get Org Details organizationID = organization.get("organization_id"); Recordid = cm_g_a_data.get("module_record_id");
    • Zoho Meeting - Feature Request - Introduce an option to use local date and time formating

      Hi Zoho Meeting Team, My feature request is to add an option for dates to be displayed in the users local format. This is common practice across Zoho applications and particularly relevant to an application like Zoho Meeting which revolves around date
    • Cannot give public access to Html Snippet in Zoho Creator Page

      Hi, I created a form in Zoho Creator and published it. The permalink works but I want to override the css of the form. (style based URL parameters is not good enough) So I created a page and added an Html snippet. I can now override the css, which is
    • How can Outlook 365 link back into Zoho Projects so meetings and events in Outlook calendar show in Zoho?

      We use Outlook 365 for our emails and diaries and have integrated Zoho Projects with Office 365. One challenge we face is getting Zoho Projects to recognise when we have meetings and events in Outlook and not allow project managers to assign tasks over that period. Is there a way to resolve this? Thanks
    • On Edit Validation Blueprint

      Hello, I have a notes field and a signature field. When the Approve button is clicked, the Signature field will appear and must be filled in. When the Reject button is clicked, the Notes field will appear and must be filled in. Question: Blueprint will
    • Zoho Invoice en Navarra (Spain)

      Hola, ¿Alguien usa Zoho Invoice en la Comunidad Foral de Navarra? En Navarra tenemos un sistema tributario diferente y no aplica Verifactu (la Hacienda Foral de Navarra ha anunciado su alternativa, NaTicket, pero no ha informado cuándo entrará en vigor).
    • Emails from Zoho are getting blocked due to Zoho IP address being blacklisted

      This is the info I got from my hosting provider – please address this issue immediately. I don’t expect this from such a big household name. Every single invoice I have sernt it not being received by my clients, all being blocked. All of a sudden. As
    • agentid : Where to find?

      I've been looking around for this agenId to check for the total ticket assigned on a specific agent url :"https://desk.zoho.com/api/v1/ticketsCountByFieldValues?departmentId=351081000000155331&agentId=35108xxxxxx132009&field=statusType,status" type :GET
    • Zoho DataPrep integration with OpenAI (beta)

      We are thrilled to announce Zoho DataPrep's integration with OpenAI. The public beta roll-out opens up three features. Users who configure their OpenAI Organizational ID and ChatGPT API key (Find out how) will be able access the features. The features
    • AI Bot and Advanced Automation for WhatsApp

      Most small businesses "live" on WhatsApp, and while Bigin’s current integration is helpful, users need more automation to keep up with volume. We are requesting features based on our customer Feedbacks AI Bot: For auto-replying to FAQs. Keyword Triggers:
    • Setting total budget hours for a specific project

      Hi there, I work on a lot of projects that have fixed budget hours. Is there a way to enter the total budgeted hours so i can track progress and identify when hours have been exceeded. I see in the projects dashboard there is a greyed out text saying
    • Clone entire dashboards

      If users want to customize a dashboard that is used by other team members, they can't clone it in order to customize the copy. Instead they have to create the same dashboard again manually from scratch. Suggestion: Let users copy the entire dashboard
    • Introducing Formula Fields for performing dynamic calculations

      Greetings, With the Formula Field, you can generate numerical calculations using provided functions and available fields, enabling you to derive dynamic data. You can utilize mathematical formulas to populate results based on the provided inputs. This
    • Getting started with Zoho PDF Editor

      Hello users, If you are new to Zoho PDF Editor or aren't sure of its full potential, then this article is for you. Zoho PDF Editor is a free online PDF editing tool, that allows you to upload and edit PDFs, insert text and images, add fillable and e-signature
    • Zoho Projects - Cloning a task does not trigger task workflow when created

      Hello! I have a Project where my team uses a set of tasks from a tasklist as templates, so we could simply clone it and drag it to another list in kanban view to avoid creating a new one from scratch. The process works well, but after cloning it the new
    • Purchase Orders not in sequence

      I am unable to sort by Purchase Order Numbers. I can only sort by date; however, the PO numbers aren't in the order they were entered. This was not the case prior to today.
    • Date/time displayed in ZohoCRM does not match date/time of entries in ZohoForm

      Hello there, we use a ZohoForm as a worksheet, i.e. users use it to track start time, break and stop time for every working day. The ZohoCRM org time zone is set on GM -4, so is the Time Zone in the Date&Time section in ZohoForm (see attachment). Despite
    • Update Existing Records greyed out in Free Version

      Trying to update records from an Excel sheet, and not getting the option to update. Only option is to add as new accounts. All documentation I can see says update should be an option! Accounts, Leads, Contacts, all the same.
    • Dynamically Populate Picklist Values from Another Module Using Client Script

      I am working in Zoho CRM and trying to dynamically populate a picklist field in the Partners module using values stored in another custom module. I have two modules: 1. Partners Module Field: Partner_Type_Pick Field Type: Picklist 2. Partners_Type Module
    • Add zoho calendar to google calendar

      Hi I keep seeing instructions on how to sync Zoho CRM calendar with google calendar but no instructions on how to view Zoho calendar in my google calendar.
    • Zoho Community Digest : Jan 2026 | Part 1

      Hello Everyone! Staying in the loop with Zoho's latest product updates and features across the vast Zoho Community Forums can be a real challenge. We get it. With over 50+ applications, each with its dedicated forum, it's easy to miss out on important
    • World date & time format

      Hello, Is there a timeline to get the worldwide used date and time format ? I mean not the american one... I mean day month year, and 24 hours clock. Regards
    • Nimble enhancements to WhatsApp for Business integration in Zoho CRM: Enjoy context and clarity in business messaging

      Dear Customers, We hope you're well! WhatsApp for business is a renowned business messaging platform that takes your business closer to your customers; it gives your business the power of personalized outreach. Using the WhatsApp for Business integration
    • Conditional layouts - support for multi-select picklists

      Hi, The documentation for conditional layouts says the following: "Layout Rules cannot be used on the following field types: Auto Number Lookup Multi Select Lookup User Lookup Formula File Upload Multi Line" I have a custom module with a multi-pick list
    • Dont want to list inactive items.

      If an item is made inactive, there is no point in showing it in the item list. Please provide an option to hide all inactive items in 'Preferences'. 
    • Client Script Not Working When Field is Set by Workflow

      Problem Context: I have implemented a client script in the Cases module that automatically assigns commands based on the value of the Priority field. The script functions correctly when the Priority field is manually set by a user through the form. Observed
    • Integration of CRM and Recruit

      hi team, Is it possible to sync deals <> job openings from only 1 pipeline? My configuration of CRM has pipeline for each business unit, so I will have all data in the CRM system. body leasing and recruitment is one BU (hence 1 pipeline) - can I sync
    • integrating Zoho CRM vendors with Zoho projects

      In most of our projects we collaborate with our Vendors. Being able to integrate only Accounts and not Vendors from CRM, is a huge limitation for our perspective and needs. We would really love to see this feature in the CRM-Projects integration.
    • Zoho Creator Workshops 2026—Europe & UK | Coming to a city near you!

      Hello everyone! We're excited to announce the Zoho Creator Workshop Series 2026, coming to cities across Europe and the United Kingdom this year! Whether you're looking to explore the intermediate-to-advanced capabilities of Creator or you're a seasoned
    • Number 9 envelopes for invoice printing

      I email and print invoices. Being new to Zoho and coming from QB, we did both as we have a more traditional So in Zoho i want to do the same using Number 9 envelopes. These have both a return window and mail to windoow see attached image. Im just looking for best suggestions on how to get a ZOHO invoice to work, so I can mail my invoices...
    • Zoho Books/Square integration, using 2 Square 'locations' with new Books 'locations'?

      Hello! I saw some old threads about this but wasn't sure if there were any updates. Is there a way to integrate the Square locations feature with the Books locations feature? As in, transactions from separate Books locations go to separate Square locations
    • Open Sans Font in Zoho Books is not Open Sans.

      Font choice in customising PDF Templates is very limited, we cannot upload custom fonts, and to make things worse, the font names are not accurate. I selected Open Sans, and thought the system was bugging, but no, Open Sans is not Open Sans. The real
    • Next Page