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

    • Ask the Experts 27: Onboarding and managing support reps

      Hello everyone, We are back with our Ask the Experts (ATE) series for 2026. This year, we bring experts to help you address customer support challenges using Zoho Desk. For our first ATE, we are getting into the human side of customer support. "Every

    • Unable to Delete Items – No Visible Transactions but Error “Items which are a part of other transactions cannot be deleted…”

      Hello Community, We are using Zoho Inventory for our business and encountered a persistent issue that is preventing us from deleting certain items. The message shown is: “Items which are a part of other transactions cannot be deleted. Instead, mark them

    • Keyboard UX for Assemblies

      The new Assembly module has a counter-intuitive behavior that ought to be corrected. When an Assembly is ready to be entered, there are two options given, the blue-highlighted "Assemble" and the gray "Save as Draft". This correctly implies that the normal

    • landed cost-need help with different currency under the same bill

      I’m having trouble recording landed costs in Zoho Inventory/Books. My purchase order is in CNY, but the landed cost (freight) I pay is in USD. Zoho forces everything under the same bill to use one currency, so I can’t enter the landed cost in its actual

    • Improved Functionality PO Bill SO Invoice

      Hello, I need to enter over 100 items, it's frustrating to scroll a few item rows and wait for more to load, then scroll again. It would be nice to have buttons that scroll to the top or bottom with one click. Furthermore, these items I'm adding are VAT

    • I would like to request a new feature or setting for SalesIQ.

      Hello Zoho Team, I would like to request a new feature or setting for SalesIQ. Currently, when a user opens our contact widget and clicks on the "Chat with us" option, it opens a standard chat window that remains empty until either the user types a message

    • Sincronizar eventos de Bigin en Zoho Calendar (Zoho Mail)

      Hola Me gustaría poder sincronizar mi Calendario de Zoho (Mail) con los eventos de Bigin. No veo la opción disponible.

    • Additional Address - Company Name

      It would be very helpful to have a "Company Name" field in the Additional Address shipping section.  In a situation where you drop-ship orders to a different address or different company entirely, it may be necessary to list the company name of the receiver. I understand that the Attention field can be used for that purpose, but that's not really the intended purpose of that field.

    • All new Address Field in Zoho CRM: maintain structured and accurate address inputs

      Availability Update: 29 September 2025: It's currently available for all new sign-ups and for existing Zoho CRM orgs which are in the Professional edition exclusively for IN DC users. 2 March 2026: Available to users in all DCs except US and EU DC. 24

    • Re: Application Architecture in Zoho Creator — A Platform-Specific Deep Dive

      A recent community post on application architecture made some excellent points about planning architecture early in Zoho Creator projects. The core message is right — Creator applications have a habit of growing organically into maintenance nightmares,

    • Remove my video

      Hi, How can I remove my video so that I don't have to see myself. It's weird so I always remove my own video from what I see but cannot find this feature here. Thanks!

    • In Zoho inventory Converting sales return to cerdit note from using Api from Creator Error details: {"code":-1,"message":"Invalid Sales Return ID."}

      In Zoho inventory Converting sales return to cerdit note from using Api from Creator Error details: {"code":-1,"message":"Invalid Sales Return ID."} this is button Function used in the Creator map Inventory.Create_Credit_note(int CRE_ID) { return_value

    • Realtime Translations of Video via OnAir

      It would be an amazing feature to have a drop down selector in the On Air video area for attendees to select a language to convert the original language to.

    • Zia should track how customer relationships evolve over time

      Here's a feature idea that I've been thinking about The Problem Zia is great at analyzing individual interactions email sentiment, call transcription, best time to contact. But here's what it can't do: tell you how a relationship has evolved over time.

    • First Name in Mail

      While sending a mail/message to the user, I want only the first name to be displayed—for example: “Hi John” instead of the full name using "Hi ${Name_Field}"

    • Assign emails to lead

      I have some contacts who refers leads but there is no away to manually assign emails to lead.   

    • Built-in Date Functions in Zoho Analytics Query Tables

      I have a doubt about whether Zoho Analytics Query Tables provide built-in functions for start date, end date, and the current month

    • FSM integration with Books

      Hi, I have spent a few months working with FSM and have come across a critical gap in the functionality, which I find almost shocking....either that, or I am an idiot. The lack of bi-directional sync between Books and FSM on Sales Orders/ Work Orders

    • How to Track Inventory Usage from Zoho FSM to Zoho Inventory?

      Hi everyone, We’re currently working on integrating Zoho FSM with Zoho Inventory, and we’ve encountered a challenge we’re hoping the community can help us understand better. Here’s the context: When we create a Work Order in Zoho FSM that involves parts

    • Set Field Mandatory by Client Script ZOHO CRM

      #Tips of the day We can set the field as mandatory by the client script var field_obj = ZDK.Page.getField('Custom_Field1'); field_obj.setMandatory(true); Custom_Field1 = Field API Name Apart from is if you have required any kind of Zoho work please do

    • Discrepancy in Contracts with Fields list/Layout

      The Support Plan field on the layout isn't in the fields list. What am I missing?

    • Enhancements for Currencies in Zoho CRM: Automatic exchange rate updates, options to update record exchange rates, and more

      The multi-currency feature helps you track currencies region-wise. This can apply to Sales, CTC, or any other currency-related data. You can record amounts in a customer’s local currency, while the CRM automatically converts them to your home currency

    • associating products with accounts

      I have all my accounts and products in zoho now. I need to generate a sales order for an account. The product lookup feature on the sales order shows no products...how can I get them to appear.

    • Can we rely on order of returned ids when inserting multiple records?

      Hello! API https://www.zoho.com/crm/developer/docs/api/v8/insert-records.html does not mention that the response array will match the input array*, keeping this important information implicit and someone might have doubts to rely on it. (*the response

    • New UI for Writer - Disappointed

      I've been enjoying Zoho Writer as a new user for about 6 months, and I really like it. One of my favorite things about it is the menu bar, which you can hide or leave out while still seeing most of your page because it is off to the left. I think this

    • CRM x WorkDrive: File storage for new CRM signups is now powered by WorkDrive

      Availability Editions: All DCs: All Release plan: Released for new signups in all DCs. It will be enabled for existing users in a phased manner in the upcoming months. Help documentation: Documents in Zoho CRM Manage folders in Documents tab Manage files

    • Zoho CRM Community Digest - February 2026 | Part 2

      In this edition, we’re highlighting a few more product enhancements, along with some helpful community discussions that explore everyday CRM scenarios from automating reminders and managing lead outreach to making the most of APIs and client scripts.

    • 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 event on any field of a Detail page

      Hi everyone! I'd like to trigger a Client Script when a user modifies a field - any field - from the Account Details page, how can I do this? I don't want to trigger it on a specific field, but on all of them. Thanks in advance!

    • Tip #66 - Exploring Technician Console: Network Statistics - 'Insider Insights'

      Hello Zoho Assist Community! Have you ever wondered why a remote session feels sluggish, or wanted to check whether connectivity issues are on your end or the customer's? That's exactly where the Network Statistics feature in Zoho Assist comes to the

    • Syncing zoho books into zoho crm

      I was wondering how I can use zoho books in crm as I have been using them separately and would like to sync the two. Is this possible and if so, how? Thanks

    • Introducing a smarter, faster, and more flexible charting experience

      Hello Zoho Sheet users, We're delighted to share the latest news about a major update to charts in Zoho Sheet! The new version supports dynamic data ranges, granular styling options, faster loading, and other interesting enhancements that allow you to

    • REFUND REQUEST FOR PLAN SUBSCRIPTION CANCELLED

      I have cancelled my Zoho Books subscription and would like to request a full refund for the subscription. Kindly process the refund at your earliest convenience.

    • Connecting Airwallex in Zoho Books

      I have a question. I’m trying to connect our Airwallex account to Zoho Books, but the integration does not seem to work. Could you please guide me on how to properly connect Airwallex? I need to see the expenses also, since it only shows the profits now

    • purchasing a pagkage

      goodmorning i want to pay for my monthly package but your app is sayinng i have insufficient funds yet i loaded money on my account yesterday though in our currency of ugx

    • Edit Receipt, how?

      Do you notice the big blank space in Receipt? I want to remove that. I know there is a template but that blank space, I can't seem to remove it. Please help. Thank you!

    • Can I export a TXF (TurboTax exchange format) file out of Zoho Books?

      Hello, I'm trying to do my US Small Business Taxes using Intuit's Turbo Tax. Can I export my expenses from Zoho Books to a TXF format file, so that it can then be imported into Turbo Tax? Thanks, Rajnesh

    • Tax inclusive and exclusive for Sales invoices

      Hello, where can I set my tax to be inclusive or exclusive for invoices in Zoho Books? There used to be a button for me to do that right above the products table. Can someone help me please? Thank you!

    • Unable to produce monthly P&L reports for previous years

      My company just migrated to Books this year. We have 5+ years financial data and need to generate a monthly P&L for 2019 and a monthly P&L YTD for 2020. The latter is easy, but I'm VERY surprised to learn that default reports in Zoho Books cannot create

    • ZOHO Reports are taking longer time to get refresh

      Hi Team, Since last few days, I'm facing issues in getting updated reports. For eg: right after making an expense entry or even posting a journal, it is taking longer then expected for the updated reports. Refer below: "You are viewing the report that

    • Next Page