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

    Zoho Desk Resources

    • Desk Community Learning Series


    • Digest


    • Functions


    • Meetups


    • Kbase


    • Resources


    • Glossary


    • Desk Marketplace


    • MVP Corner


    • Word of the Day


      • Sticky Posts

      • 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,
      • Zoho DataPrep is now launched!

        We are excited to announce the launch of Zoho DataPrep – An advanced self-service data preparation and data pipeline service.  Introducing Zoho DataPrep Zoho DataPrep helps organizations prepare data by automatically identifying errors, discovering data

      Zoho CRM Plus Resources

        Zoho Books Resources


          Zoho Subscriptions Resources

            Zoho Projects Resources


              Zoho Sprints Resources


                Zoho Orchestly Resources


                  Zoho Creator Resources


                    Zoho WorkDrive Resources



                      Zoho Campaigns Resources

                        Zoho CRM Resources

                        • CRM Community Learning Series

                          CRM Community Learning Series


                        • Tips

                          Tips

                        • Functions

                          Functions

                        • Meetups

                          Meetups

                        • Kbase

                          Kbase

                        • Resources

                          Resources

                        • Digest

                          Digest

                        • CRM Marketplace

                          CRM Marketplace

                        • MVP Corner

                          MVP Corner




                          Zoho Writer Writer

                          Get Started. Write Away!

                          Writer is a powerful online word processor, designed for collaborative work.

                            Zoho CRM コンテンツ






                              ご検討中の方

                                • Recent Topics

                                • Translate any published presentation to the language of your choice

                                  As part of our constant effort to enrich your presentation experience, Zoho Show has rolled out a new feature for translating published presentations. Consider the following scenario: Zylker IT services, a multinational corporation, has announced product
                                • Blueprint: multi-select lookup field not available in the criteria option

                                  I read this old forum post which stated that multi-select lookup fields are now selectable as an option in a Blueprint transition configuration: https://help.zoho.com/portal/en/community/topic/blueprint-multi-select-lookup-field-not-available-within-blueprint-transition
                                • Apply Credit Note Automatically

                                  We need the ability to apply open Credit Notes toward invoices generated by recurring invoice as the first, priority payment. This should be an option that we can enable/disable in the recurring profile and/or the Credit Note. Other invoicing systems can do this. I'm not sure why Zoho Invoice doesn't have it. Here's an example for a Recurring Invoice... If a customer has open Credit Notes, and a saved credit card set for auto-pay, once an invoice goes out, the credit balance gets automatically applied
                                • Workflow for "Expenses" module?

                                  Hi there, over the last 2 years, Zoho Expense has seen tremendous growth and we are happy with it. But, sometimes it is frustrating to see things are being implemented halfheartedly, or so it seems. For example, There is the possibility to create workflows
                                • Record Template - Conditionally printing sections

                                  Is there a way to conditionally print a section of a Record Template? More specifically I am printing records from a Form "Invoice". That Form has 3 SubForms. I'd like to print the content of those SubForms using a Record Template but only if they have at least one line item. If they have no line items, I'd like to hide the headers for that section on the printout.
                                • User can choose the PDF report

                                  Hi. I would like to find out if a user (Creator or customer portal) to choose from the different PDF customised reports that have been built?
                                • Query table pull last 12 months

                                  I am tying to pull the following criteria and the date is always what causes me the issue. I want to pull people (pco_id) who have entries of "event_id" being these 2 events and whos "kind" is Regular or Guest and where the event_starts_at (date column)
                                • PLEASE FIX Search options and consider a Global seach option

                                  A recent update has removed the ability to search for addresses and phone numbers under contacts. We cannot find where this moved to (If it is still available). Please put these options back as we cannot locate specific projects anymore. Also please consider allowing for a Global search. This would really improve the search engine. For example: If I search for "Sally Jones" then all invoices , estimates, vendors etc.. would populate.. Please let me know if you need any more information. Thank You....
                                • Customize your calendar based on personal preferences

                                  Greetings, We're happy to introduce a few new capabilities to the Activities module's Calendar View! Now you can tailor your calendar's appearance and notification settings to suit your needs. In the past, the Calendar View lacked customization options
                                • BUG ALERT: Client Script + Commands -> $Page contextual data is not updated

                                  When using the new Client Script Commands feature, there is an issue with the Client Script $Page contextual data not accurately being updated each time a Command is run. Assuming a Client Script Command called "Client Script Command Bug" with the following
                                • Show iFrame of related List inside of Blueprint Transition

                                  Hey, is it possible to show an iFrame of a related list like this inside of a Blueprint transition?
                                • Lookup Fields not Converting

                                  I manage holiday properties. I have a lookup to the Accounts (Properties) in the Leads module. The lookup is connected to the property address field. When I convert it the lookup field does not update in Deals, although the property address does. There
                                • 2024: A Year of Transformation with Zoho Forms

                                  As we close the curtain on another exciting year, it’s time to reflect on the strides Zoho Forms has taken in 2024. From empowering businesses with advanced tools to simplifying workflows and enhancing user experiences, our updates this year were all
                                • Stop selling out of stock Items.

                                  Hi I have been using Zohobooks for a around 8 month now. I am not involved in selling process but my staff cant stop selling product which they do not hold in stock, this is a big headache for me as physical count never matches what is shown on the books. 
                                • Bigin API Token Request ("invalid_client")

                                  Hi people, I tried to connect to the API without success, I've read all of the documentation multiple time and tried just about everything. I tried to do it with Python Request module and with Postman, passing the information through both the URL parameter
                                • Customer Happiness not clickable when using API

                                  Is there a way to automatically add the Customer Feedback links when generating email drafts via the API? Currently, the feedback links are only added when generating an email draft using the UI. I tried using the endpoint described in https://desk.zoho.com/DeskAPIDocument#CustomerFeedback#CustomerFeedback_Getthecustomerfeedbackplaceholderlink
                                • Send To Zoho Sign not Showing

                                  The button send to Zoho sign is not showing on my Zoho CRM . Is there additional steps I need to take after installing Zoho Sign to CRM ?
                                • How to Get An Image's URL once it's uploaded to library?

                                  I manage to find URLs to the images I uploaded to my library, but after a day, it seems the links stop working like its only temporary. Where can I find the ACTUAL solid URL for my images that I upload to my Library so I can use them for my custom template / HTML coded template? Thanks, Mac
                                • 【Zoho CRM】インポート機能のアップデート:既存データへのタグ追加が可能に!

                                  ユーザーの皆さま、こんにちは。コミュニティチームの藤澤です。 今回は「Zoho CRM アップデート情報」の中のインポート機能のアップデートをご紹介します。 Zoho CRMのタグは、データを効率的に分類、認識するためのラベルです。 タグ付けは次の3つの方法で行えます: 個別タグ付け:少数のデータを手動でタグ付け 自動化:特定のタイミングで繰り返しタグ付け 一括更新:インポート機能でタグを追加または更新 今回のアップデートでは、インポート時に既存のタグを残したまま、新しいタグの追加、既存タグを置き換えできるようになりました。
                                • Link to Desk tickets

                                  Hello, We are using Analytics to analyze data in Desk. Is there a way to embed a link to a ticket in reports?  We'd love to be able to see the drill down data, and click a value in a result row that would launch the Desk Ticket in another window/tab. Thanks in advance for any ideas!
                                • Bluerprints: How to connect the created record back?

                                  I've a blueprint which creates another record as part of an 'After' transition. But the two records don't seem to be linked together. If it's not automatic - how do I get the created record ID to link it to the original record? Thanks!
                                • Populate a Related List Item based on a Stage

                                  I would like to know if I can populate a CLOSED DEAL section in a contact that populates only when a Deal (something in the Deal Module) is listed as Closed - Won. I'd like another section that is just called deals, which shows me all other deals that
                                • Being able to draw inside a module ?

                                  I was wondering if anyone know of a solution for this request. We would like to be able to draw directly from one module in the CRM and have it attached to that record. Here is an example. Paul would go to the customer once he as done the measuring, he
                                • 2 serial numbers for 1 item (Mac address and Serial number)

                                  There is a way to track 2 serial number type for 1 Item. Ex: Some electronic devices have a MAC address and a serial number. I need to track those 2 numbers
                                • Holidays

                                  Hi; For defining Holidays, you need to add logic to handle the year as well as the month & day. We need to be able to enter Holidays for the next year. I need to add a holiday for January 2, 2017, but I can't until January 1st, which is a Sunday and we
                                • Delete a department or category

                                  How do I delete a Department?  Also, how do I delete a Category? This is pretty basic stuff here and it's impossible to find.
                                • Remove or hide default views

                                  I'm looking to only have the views pertinent to my organization.  Is there a way to show only my custom views (or separate them to a different area or something)? If not, this should be a feature as switching from Zendesk we had this option...
                                • Analytics Module: Can you move items from one dashboard to another?

                                  Is there a way to move items from one dashboard to another? I want to rearrange my dashboard now that I know what i'm doing but i don't want to remake my various widgets? Edit: Hey Zoho, This would be a good feature: to be able to move/copy widgets to
                                • Copy Widget to another Dashboard

                                  I can see the option to clone a widget to the same dashboard but is it possible to copy it to another dashboard?
                                • Is there a way to print the dashboard?

                                  I would like the capability of printing the dashboard - is that possible?
                                • Custom Deal Name in Lead Conversion Mapping

                                  I know there are ways to change the name of a Deal after conversion using a custom function, so no need to repost that information. I would like to see the CRM Improved with Deal Name Customisation and I think the Lead Conversion Mapping page would be
                                • Introducing Record Summary: smarter insights at your fingertips

                                  Hello everyone, Building on the recent launch of Zoho's in-house Zia Large Language Model (Zia LLM)—a major milestone in Zoho CRM’s AI capabilities—we’re excited to introduce the Record Summary feature. This powerful addition makes use of Zia LLM to simplify
                                • Suppress "spreadsheet will not be saved" message on published sheet

                                  I have published a sheet and have one column on that sheet that the user can edit (a dropdown picklist where the user can select the status for each line). Is there a way to suppress the Zoho Sheet message "Any changes made to this published spreadsheet
                                • Missing "Email Authentication" tab

                                  Backstage is alerting users about "Unauthenticated Domains" with a large prompt in the backend. It adds a link to learn more. On this tutorial page, it shows where to find the "Email Authentication" tab in this screenshot. However, in our Backstage, that
                                • Show item Cost value on Item screen

                                  The Item screen shows Accounting Stock and Physical Stock. It would be very helpful if value information could be displayed here as well, for instance Cost Price. Currently, to find the Cost Price (as used for inventory valuations) from inside the item
                                • Zoho Analytics to Zoho Sheets - automatic update?

                                  Hi all, If I create a zoho sheet from an Analytics Report or Analytics Data, is there a way for the zoho sheet to automatically update as the Report / Data in analytics updates?
                                • Integration with Moodle

                                  Greetings, I hope find all doing well and safe. I've recently returned to using Zoho Flow after a break and was hoping to connect my WooCommerce store with Moodle, the world's most widely used learning management system. My goal was to automatically enroll
                                • How to Record Loan with interest

                                  I have received loans from friend he give me like 2 loans so far one is one year repayment and one short, how to properly record his payment, and repayment and give him statement  for each loan he give me 
                                • Task status - completed - other options

                                  I have a dumb question I know i can make custom statuses for the tasks - but is there anyway to make additional "completed" statuses like for instance if i have a task "call back customer" and i leave a vm for them to call back marking it "completed -
                                • Task module and related-to field

                                  In modules other than the Task Module I can add several lookup fields to provide a variety of relationships. In the Task module lookup fields are not available. There is only one "related to" field which I want to use for Company. But I want to relate
                                • Next Page