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: 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
      • Recent Topics

      • Not possible to remove mandatory system fields?

        Is there no way to make things like under Calls "Call Duration" or "Call Start Time" or under Potentials "Close Date" not mandatory? These fields are useless for my organization and waste time but the box is grayed out to not make them mandatory. It's
      • Directly Edit, Filter, and Sort Subforms on the Details Page

        Hello everyone, As you know, subforms allow you to associate multiple line items with a single record, greatly enhancing your data organization. For example, a sales order subform neatly lists all products, their quantities, amounts, and other relevant
      • Text snippet

        There is a nice feature in Zoho Desk called Text Snippet. It allows you to insert a bit of text anywhere in a reply that you are typing. That would be nice to have that option in Zoho CRM as well when we compose an email.
      • Can I print a set of record templates as a single pdf?

        I have a record template formatted as a gift certificate. I can email a single gift certificate to each recipient, but I also need to print the whole batch for the organiser, and they won't want 40 separate files. The layout needs to be identical, so
      • Zoho Finance Workshop 2025 is Happening Now!

        Hello everyone! We’re thrilled to announce that the Zoho Finance Workshop 2025 has officially started, and we've already wrapped up the event in Chennai, our home ground! After an amazing session, we're geared up to visit more cities in India and take
      • Why only one skin tone option for raised hands?

        If there is only one skin tone option, it should be one weird color as opposed to just pink. Is there a way to change skin tone on the user's end?
      • Initiate conversations anytime with WhatsApp's Templates

        Previously, in Bigin's Messages module, you could only reply to customer-initiated messages, but with this enhancement, you can now initiate conversations using WhatsApp templates. A WhatsApp template is a pre-designed message template designed to start
      • Important update in Zoho Forms: Enhancements for improved email deliverability

        Hello, form builders! We would like to inform you about some changes we're making in Zoho Forms to ensure the deliverability of your outbound emails. Changes to Gmail policies Gmail has updated its DMARC policy which quarantines emails sent with gmail.com
      • How do I generate a report with the total amount of money trasferred from one bank account to another?

        Hi, in Zoho Books, I have 2 bank accounts. Money is moved between the two. When I want to know how much money was actually transferred over a certain period of time, I can filter the transactions using the search criteria (type, transfer fund) but I only
      • CRM - QR Codes and Bar Codes

        Hi I am using CRM to run my service team - Asset maintenance business We need to move to and generate a QR code for each Asset we look after. And we need Bar code reading for the testing we do. (pre-bar-coded sample bottles are provided by the lab) Does
      • email Signature from Contact page not working

        Hey guys, I just set up my signature for the email i integrated with ZOHO. It works when I'm using the email client but when I send an email from the contact or lead page it doesn't add the signature. problem on my end or ZOHO's? thanks for the help!
      • Error AS101 when adding new email alias

        Hi, I am trying to add apple@(mydomain).com The error AS101 is shown while I try to add the alias.
      • How to Iterate a Function in Zoho Desk Workflow with Delay Between Calls?

        Hi everyone, I’m working on a function in Zoho Desk that searches for a specific ticket record. If the ticket is not found, I need to retry the search multiple times with a delay between each attempt until the ticket is located or a maximum number of
      • Zoho Analytics - Only show certain data labels

        How do I only show certain data labels on my charts? I have a combo chart with 3 data bars and 1 data line. I only want to show the data label for the data line, not the data bars. How can I do that?
      • Recurring Bookings

        Will Zoho Bookings ever offer an option to the customer to schedule recurring meetings (unlimited) for the same days/times? Making a client schedule the same days/times for an entire month is a tedious process. I'd like to offer the option upfront to
      • Zoho FSM Extension for Zoho Desk: For Enhanced On-Site Assistance and Unified Customer Support

        We are stoked to present to you Zoho FSM for Zoho Desk, an extension that will help you convert Zoho Desk tickets that require on-site assistance into field service requests in Zoho FSM, ensuring a smooth hand-off from the help desk to field technicians.
      • reset of user password

        User forgot her password, so she requests a password rest, but never gets the email. How do I reset her password, since that function is not an option, even for an administrator?
      • サブフォームに設置したユーザールックアップ項目の対象ユーザーにチームユーザーが表示されない。

        担当者様 お世話になっております、データーサービス中島です。 Zoho CRM for Everyoneで商談タブにサブフォームを追加し、サブフォーム項目でユーザールックアップを追加しました。 行追加を行いユーザーからチームユーザーを選択しようとしましたが、一覧中にチームユーザーが表示されません。 ※サブフォーム内では無くタブ内にユーザー項目を追加した場合はチームユーザーが表示されます。 サブフォーム内のユーザー項目でもチームユーザーが参照できる様に修正お願いいたします。 確認した環境は以下です。
      • Email Verification on Subdomain

        Hi, The latest guidelines for setting up an email newsletter are to set it up on a subdomain of your main domain so that if you get put in a spam block, it doesn't block all your company email. We have been trying to set this up and managed to get our
      • Mass Update Status of Job Openings

        It'd be incredibly useful to be able to mass update the statuses of job openings. I've just been told six jobs are on hold with the same client, so at the moment I need to update all of them individually. Cheers
      • Can't connect to Blogger & Wordpress

        Hello Zoho Support Team, Thank you for providing Zoho Writer—it’s a fantastic tool that I truly enjoy using. However, I’ve encountered an issue when attempting to connect it to Blogger or WordPress for automatic posting. When I try to establish the connection,
      • A Step-by-Step Implementation Guide for Zoho CRM

        Implementing Zoho CRM can be a game-changer, enhancing team efficiency, customer engagement, and overall performance. Here’s how Integs Cloud can help you make it a seamless success: 1. Define Your CRM Goals Know Your Direction Understanding your goals
      • How do you manage sales forecasts by deal when you're a SaaS (subscription) provider?

        Hello, I was wondering how you forecast revenue as a SaaS? Because my LTV moves all the time and I was thinking of updating the amount of each deal in the pipeline according to my LTV stripe, but is it possible?
      • When converting a lead to an account, the custom mandatory fields in the account are not treated by zoho as mandatory

        In my Account module I have a number of custom fields that I have set as mandatory. When I enter a new customer as a new account they work, I can't save the record without populating them. However when I convert a lead, my CRM users are able to save the
      • Zoho CRM - Conditional Assessment for Blueprint Automatic Transition

        Hi, Currently, in Zoho CRM’s Blueprint process, the Automatic Transition feature does not allow for conditional assessments before execution. This limitation significantly impacts workflows where a transition should only occur when certain predefined
      • Pull Price Book and Product info in a single report

        i want to be able to produce price books for my engineers. If i could produce a report with the retail price as an option that would be great. This seems to be an old issue to please what are the plans. Moderation Update (16th Feb 2024): The option to
      • Error 403: Forbidden When Updating Email Signature via API

        Hi Zoho Desk team, First, congratulations again on the excellent Zoho API. But, I’m encountering an issue while attempting to update an email signature via the API. Whenever I make a request to update the signature, the response returns an HTTP 403 Forbidden
      • Zoho Finance Workshop 2025 is Happening Now! 🎉

        Hello everyone! 👋 We’re thrilled to announce that the Zoho Finance Workshop 2025 has officially started, and we've already wrapped up the event in Chennai, our home ground! After an amazing session, we're geared up to visit more cities in India and take
      • How do I see what participants see when I am app sharing in a meeting?

        How do I see what participants see when I am app sharing in a meeting? In my view, I only see myself as active, but not the app (keynote on mac)
      • Pending Dispatch Status on Transfer Order TO

        Hello, when our branches request stock, we initiate a TO which puts the item into a "In Transit" status otherwise someone else may try to sell that item, which could be problematic if the item has limited quantities. The problem is that if the item has
      • Zoho Desk's ASAP announcement | Time to embrace the enhanced JWT Authentication Mechanism for ASAP | Dec'23

        Hi All, We are eager to introduce the enhanced JWT authentication mechanism for accessing your ASAP add-ons. Effective December 25th, 2023, the ASAP's old JWT authentication mechanism will be deprecated. This means that the option to switch to the new
      • Trying to copy Active Leads to a Custom Module called Dead Leads

        Hi, I am trying to code when the "Active Lead Status" field is changed to "Dead", a copy of the record should be created in the "Dead Leads" module while keeping the original lead in "Active Leads." I am using the following code but I keep getting the
      • Blocking an email address

        Hi How do I block an email address in my Zoho mail? Thanks Brian 
      • Zoho Desk add OIDC federation for 3rd party IDP

        Please consider adding the ability to use OIDC/OAuth compliant Identity Providers to Zoho Desk. You currently have Zoho, Microsoft, LinkedIn, Google and Facebook. But if you added the ability to use ANY OIDC compliant provider, you would add compatibility
      • Cliq funtion not triggerring from Books.

        Gentlemen, I have been requesting the Zoho Books team for 15 days through various emails- then even escalated. The response that I get from Zoho is " Our back-end team is working on it......." It is a template-type response. I authenticated the link(Cliq
      • Tracking Agent Diligence in Updating Records

        Our organization mainly focus on B2B. While we've implemented automations like pushing info from web forms into CRM, we often get info from events and individual networks. The complete/updated info relies in the agents who directly interacts with them,
      • how to create a company without an assigned owner

        In my company we are reassigning accounts and we need to leave some companies without an owner to review their potential and then assign them, but the options that appear in owner require that they be assigned to a seller, how to leave them without an
      • 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. 
      • Matrix dropdown

        Is there a way to create a matrix question with dropdown answers but 1 row correlates to 1 column? So really I want to combine 4 dropdown questions into 1 matrix but each question has a single, and different, dropdown for answers.
      • Managing Rental Inventory in Zoho

        Can Zoho Inventory manage rental inventory efficiently, or is there another Zoho app that would be better suited for this kind of operation? Looking for advice on the best approach. Thanks in advance.
      • Next Page