Zoho DataPrep 2.0 Beta Launch

Zoho DataPrep 2.0 Beta Launch



Being data-driven is an important end goal for all organizations, because when businesses can manage, analyze, and make actionable decisions based on data, they have a competitive advantage.
With that said, how confident are you in making business decisions based on your business data? How clean is your CRM data? Or how much time is spent on manual data cleansing and preparation? 

To help you solve these problems, we're pleased to announce the release of the DataPrep 2.0 public beta! With this new version, it's now even easier to build an end-to-end pipeline and have complete control over the quality and movement of your data.

What's new in 2.0?



Visual pipeline builder 

The all-new pipeline canvas lets you design a seamless end-to-end data flow. Earlier, you were limited to working with a single dataset at a time—but now data can be fetched from multiple sources, more than one dataset can be prepared and used simultaneously, and the data can be exported to multiple destinations. This helps businesses visualize data flows better, simplify complex workflows, and work with data with more confidence.

Unified scheduling of end-to-end pipelines

A massive upgrade has been made to our scheduling feature. In DataPrep 1.0, the sources and destinations had separate schedules which had to be manually managed by staggering the schedule timing, which was hard. But with 2.0, the scheduling can now be set up at the pipeline level. A single unified schedule can be used to manage imports, processing, and exports for all sources and destinations within the pipeline.

Monitor jobs with ease

With automated pipelines, data transfer happens around the clock. Sometimes, there can be issues with fetching data, and the data transfer can fail. But with jobs, you can easily monitor failed jobs with granular details and identify the points of failure. This ensures your organization doesn't miss out on any valuable data. 

Comprehensive version history

Maintain a complete audit trail with version history. Working with data can be challenging; but with the help of this feature, you can easily track changes and run experiments to get more out of your data. Not happy with your experimental changes to data? Easily switch back to the previously published version with the click of a button. 

Backfill your data effortlessly

There can be outages in the data pipeline, this can be due to source or destination failure, changes in the data or model requiring changes in the preparation steps, and can take a while to be restored. However there is no easy way to catch up on processing the data during the outage, to solve this we are now introducing the Backfill feature. The backfill feature can be used to fetch data and simulate a scheduled process for a selected period of time. For example, if there was an outage of 2 days on a pipeline that was setup to run every hour. With backfill, you can now create a configuration to process all that data by simulating the schedule process for the missed two days, this will create 48 new jobs that will run in sequence and process the missed data for two days.

Efficient row processing with incremental fetch

In every scheduled run, choosing the incremental fetch option fetches only the new and updated data from the source for processing.  This was available for few sources in 1.0, but we're expanding the support to all data sources in 2.0. Incremental fetch job runs faster, compared to full fetch as only the newly added rows are processed, also making it more cost effective. 



Transforms made simple with OpenAI 

Our new transforms, powered by OpenAI, help generate complex formulas based on logic written in simple English or transform data based on the sample output given. This simplifies the data preparation process and makes Zoho DataPrep more accessible, even for organizations that don't have a dedicated data analyst team. 



Create instant pipelines with templates 

We built DataPrep with a vision of helping businesses, big or small, have better access to all their business data—but we understand that the data game can be tricky when you're starting out.
To keep our vision alive and to help everyone start using their business data better, we've built a template gallery based on various business use cases that can easily be used to create a pipeline architecture. Just click on the template to add the formula instantly and transforms needed for the data workflow.

You can also save your own data pipelines as templates to make recreating pipelines easier or to apply the data pipeline over a different set of data. You can also share the data pipelines with your organisation or export them as files to share across different organisations.




New dashboard showcasing your pipeline status

Our new and improved dashboard shows the status of all your pipelines instantly. Easily monitor your scheduled runs, identify failed jobs, and ensure your data is up-to-date in your system. 

​

Make data movement easier with other business applications


We are expanding the list of data connectors supported in Zoho DataPrep and as a start we have released the Zoho Creator integration. 




Migrating data into Zoho Creator, as well as seamlessly moving data between various modules within your custom Creator app, has been made easy with DataPrep. 

As more organizations are adopting SaaS products in their tech stack, in order to make data more available, we're opening up integrations with HubSpot, Salesforce, and SurveyMonkey, as well as many more Zoho products, in the next couple of months. Stay tuned for more data connectors in Zoho DataPrep!

Can't wait to try DataPrep 2.0?
All our existing customers can access the Beta version right from within their DataPrep home page. The Beta is not available for Zoho One users yet, but if you want to try out the Beta on a standalone account, contact us at customersuccess@zohodataprep.com 

Zoho DataPrep is designed to make data preparation and movement easy. With DataPrep 2.0, we have completely revamped our product with the new pipeline builder, unified schedules, pipeline templates and universal incremental fetch that lets you easily manage complex data preparation jobs and data movement.  We've also included 50+ other updates to help you clean, prepare, and monitor your business data effortlessly. 

Check out all updates in 2.0

    • Sticky Posts

    • Announcement: Zoho DataPrep 1.0 will be deprecated on June 30,2025

      We'd like to inform you that the Zoho DataPrep 1.0 version will be officially deprecated as of June 30, 2025. This aligns with our efforts to streamline and improve your overall experience with Zoho DataPrep 2.0 which was released in Sep, 2024 . To ensure

    • Announcement: Migrate your workspaces to Zoho DataPrep 2.0

      Zoho DataPrep 2.0 was recently launched with exciting new updates to the platform. You can read more about the new updates in the previous announcement. To take full advantage of the new data pipeline features, migrate your existing workspaces from the

    • Announcing Zoho DataPrep 2.0: An AI-Powered Data Management Platform

      Originally launched in 2021, Zoho DataPrep started as an efficient self-service data preparation solution. We are excited to launch our new version 2.0, with significant enhancements to our platform to help you manage your end-to-end data needs with the

    • Announcing DataPrep 2.0 Beta!

      Being data-driven is an important end goal for all organizations, because when businesses can manage, analyze, and make actionable decisions based on data, they have a competitive advantage. With that said, how confident are you in making business decisions

    • Zoho CRM connector's export functionality enables end-to-end CRM data pipeline

      We're thrilled to announce an update to our Zoho CRM connector that will enable you to create data pipelines to Zoho CRM. The public beta of "export to Zoho CRM" is now available, and can be enabled for users requesting it via email. Using the feature,

    • Recent Topics

    • Getting oauth errors on bigin

      Hi Support, I'm getting oauth errors on bigin even though it works fine with CRM. I created a self client which will add contacts. I gave every permission you could and it still didn't work. What should I do. I might just switch to the standard CRM since

    • Truesync for Linux

      Is Truesync available on linux ?

    • Subforms and automation

      If a user updates a field how do we create an automation etc. We have a field for returned parts and i want to get an email when that field is ticked. How please as Zoho tells me no automation on subforms. The Reason- Why having waited for ever for FSM

    • Kaizen #193: Creating different fields in Zoho CRM through API

      🎊 Nearing 200th Kaizen Post – We want to hear from you! Do you have any questions, suggestions, or topics you would like us to cover in future posts? Your insights and suggestions help us shape future content and make this series better for everyone.

    • Flex Your Creativity – A New component to Canvas in Zoho CRM

      Hello Everyone We’re excited to introduce Flex, a new component for Canvas in Zoho CRM! Flex is here to give you greater control over how your data is displayed in your layouts. This component enables responsive layouts that adapt across different screen

    • When will Sales Order and Invoice Synchronisation with Zoho CRM be Available?

      When will Sales Orders and Invoices, created in Zoho Books or Inventory be made available in Zoho CRM? John Legg Owner: The Debug Store

    • Feature Requests and enhancements: Subform

      By The Grace of G-D. Hi, It would make it much easier to use if we could have some more features in subforms: More Columns/Fields Set the size of a column Show the subform in Full Page Width Sorting By Column Please consider The above suggestions. T

    • Clone a Module??

      I am giong to repurpose the Vendors module but would like to have a separate but very similar module for another group of contacts called Buyers. I have already repurposed Contacts to Sellers. Is it possible to clone (make a duplicate) module of Vendors

    • Empowered Custom Views: Cross-Module Criteria Now Supported in Zoho CRM

      Hello everyone, We’re excited to introduce cross-module criteria support in custom views! Custom views provide personalized perspectives on your data and that you can save for future use. You can share these views with all users or specific individuals

    • Unapplied AP Credits not showing up on AP Detail Aging

      I am new to using Zoho Books. I was reconciling some accounts and found differences from the GL balance and AP Aging and it came down to unapplied vendor credits. Is there an option to include that on the report, so I can pull a matching AP Aging to the

    • Add Entry and Subform Record from Deluge Scripts

      Hi all,  I would like to know how do I add a new entry and also subform records from a deluge scripts.  I can use the insert into to add a new entry to a form, but how do i insert a collection into the subform of the entry? I am using a deluge script

    • i keep see there is a connetion issue connecting 3rd party api on zoho when using zia

      hi there , i have set up open ai api to zoho zia (copied and pasted to zoho zia) but I keep getting notificaiton "there is a connetion issue connecting 3rd party api on zoho" when using zia on top when click zia and try to type in word there

    • Finding draft ticket replies

      Is there a way to see all tickets which have draft replies?

    • How to apply a tag to a ticket based on the to email address?

      I need to assign a tag to a ticket if the ticket was sent to a specific email address. For example, we have the email accounting[at]company.com forwarding into Zoho Desk. We would like all emails that were sent to this address to be tagged with an Accounting

    • Engineering Change Order Process using Tickets?

      Hi Zoho Community, I'm working with my company to create an Engineering Change Order/Request (ECO/ECR) process where engineers can internally create tickets for changes in a product that must be reviewed, approved and implemented by people or teams in

    • Allow Changing Appointment Status from "Completed" to "No Show" or Other Valid States

      Hi Zoho Bookings Team, We hope you're doing well. We would like to submit a feature request regarding appointment status management in Zoho Bookings. 🎯 Use Case Sometimes, an appointment is mistakenly marked as Completed, but later we realize that the

    • How can I move a ticket from Department A to Department B?

      Hi there, how do I move ticket from Department A to Department B? I went in the ticket and tried to scroll down the menu under the "department" but it won't let me, I am a support admin. Did I do anything wrong? or am I doing it in the wrong place?

    • Validation Rules Trigger on Untouched Fields

      In Zoho Desk, validation rules trigger for ALL fields during an update—even fields that weren't modified in the current edit. This behavior is fundamentally different from Zoho CRM and other Zoho products, where validation rules only apply to fields actually

    • How to work with getFieldNames formdata functions ,Any Examples

      I don't find any example showing usage of getFieldNames. Where do i find .is there any Help documents available

    • Zoho Notifications - Received two notifications for one message and none for the other

      We had a client reply to a ticket twice in one minute. The ticket owner received two emails for the second message but none for the first (which was crucial content and unfortunately was therefore missed). I'm assuming this created a race condition -

    • Can we have Backorder Management ?

      Can we have Backorder Management ?

    • Better integration between Zoho CRM and Zoho Bookings

      I've noticed that when a meeting which was created in Zoho Bookings is updated by a sales person in Zoho CRM, the change is not reflected back into Zoho Bookings. I have raised this with support who advised that meetings created in Bookings need to be

    • What is the difference between "Reply" and "Public Comment" in a ticket?

      Hey, my company is thinking about switching to Zoho Desk but we do not understand the difference between the "Reply" and the "Public Comment" feature. When should we use which? And why? What is the difference between them? Thank you for your help! Kindest

    • Tasks View for Opportunity/Jobs does not indicate "Related To" account

      How can ZoHo be setup so that when a task is created for an Opportunity, the subject automatically lists the underlying account? Right now, it's impossible to link the Account to the task when the task is created from the Job.  Therefore, the open task view is inadequate.  And it's a lot of maintenance to have to manually add the account to the subject...defeating the purpose of "Automated" workflow. 

    • Writing SQL Queries - After Comma Auto Suggesting Column

      When writing SQL Queries, does anyone else get super annoyed that after you type a comma and try to return to a new line it is automatically suggest a new column, so hitting return just inputs this suggested column instead of going to a new line? Anyone

    • can i show alert when i finish running the function?

      how i can show alert inside the custom function or popup notification. when i use alert inside the custom function it show this error Error at line number:  2 'ALERT' task can be used only in on load, on validate and on change actions ​

    • CRM calendar not syncing with Zoho Calendar

      The sync is not happening: This is my Zoho Calendar CalDAV synced with Outlook This is my Zoho CRM Calendar (sadly empty ...) I have enabled CalDAV Access. In Zoho Calendar, I have set up APP Calendar sync like this: What else can I check? Thank

    • Pipeline in Custom Modules

      I love the way the Sales Pipeline looks and functions with reports. I would like to add the save pipeline features and visualization to a custom module, however, I only see that these pipelines are only available for the Deals module. Is there a way to add pipelines to custom modules?

    • Ecommerce integration with prestashop

      Development of campaigns integration with prestahop. When???

    • Cannot associate event with other objects when creating?

      I am attempting to associate an Event with one or more other objects when creating it via the API. According to the API docs, the "Related_To" property is a jsonobject even though the description says "Provide the details about the entities the event

    • Zoho Cliq not working on airplanes

      Hi, My team and I have been having this constant issue of cliq not working when connected to an airplane's wifi. Is there a reason for this? We have tried on different Airlines and it doesn't work on any of them. We need assistance here since we are constantly

    • Departments in Zoho

      I'm trying to set up a department. It looks like Departments have been removed from Zoho One. Is there another option? We have our main account setup, but want to set up a separate small department that can't see our tabs.

    • How to disable subform records dynamically

      Hi Everyone I have a requirement to dynamically disable or hide subform fields based on certain criteria. However, the code I tried didn't work as expected. It either disabled or hid all the fields in all subform records or none at all. What I actually

    • Client Script Operate Timeout

      Hi Zoho, I have set a client script that use for ( i =1; length < i , i++) to fetch all of the product in order I have an order have 30+ products, seems this script will be stopped when it is checking rough 10 + products because of timeout (may be). May

    • Why and When to Manually Regenerate Reports?

      What is the protocol for needing to regenerate reports?  It is very confusing when data in reports pulls correctly sometimes, but are inaccurate other times.   Why is report regenerating necessary at all - can the report function not read the live data as inputted into the forms?  We have built lots of reports and it is very tedious and time consuming to have to regenerate the report before each use of that data to make sure it is accurate.  Is there a way to know when a report should or shouldn't

    • Import template from Zoho Writer

      I am trying to import a mail merge template - tried to import direct from my .docx file on my hard drive and the formatting went all over the place. I then imported the .docx file in my Zoho Docs and then fixed up the formatting within Zoho Writer. Can

    • CRM for Everyone - More Actions Option to Create Record

      Please consider the option create a new record for the module from the More Actions menu. I know there is an "Add New" icon further down the menu to create a record for any module, but this just seems more intuitive and could reduce the need for the "Add

    • Configuración

      Hola acabo de instalar Zoho CRM y quiero configurarlo correctamente. Al respecto me surgen algunas dudas tales como la diferencia entre: Cuentas, posibles Clientes y Contactos. ¿Conceptualmente que son cada uno? ¿Como se se relacionan entre ellos? Si

    • Is there a way to request a password?

      We add customers info into the vaults and I wanted to see if we could do some sort of "file request" like how dropbox offers with files. It would be awesome if a customer could go to a link and input a "title, username, password, url" all securely and it then shows up in our team vault or something. Not sure if that is safe, but it's the best I can think of to be semi scalable and obviously better than sending emails. I am open to another idea, just thought this would be a great feature.  Thanks,

    • Enhancements to Custom Connectors in Zoho Creator

      Hello everyone, At Zoho Creator, we believe in providing you with the necessary tools to achieve a well connected ecosystem of apps. Our Custom Connectors feature is a testament to this, enabling you to integrate with a wide range of external services

    • Next Page