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

    • ShipStation and Zoho Inventory

      Hello, I am looking to sync zoho inventory with shipstation ZOHO INVENTORY           SHIP STATION Sales Order  ==>  create ORDERS INVOICE  <==    Shipments What exactly does BETA mean on the Shipstation connector?  This is required for me to sign-on in the next month. Thanks in advance for your efforts

    • Highlight a candidate who is "off limits"

      Hello: Is there a way to highlight a candidate who is "off limits"?  I would like to have the ability to make certain candidate and / or Client records highlighted in RED or something like that.   This would be used for example when we may have placed a candidate somewhere and we want everyone in our company to quickly and easily see that they are off limits.  The same would apply when we want to put a client or former client off limits so no one recruits out of there. How can this be done? Cheers,

    • How to Add Custom Sections in the Product Page?

      Hi Zoho team, I’m currently using the Tranquil theme on Zoho Commerce and I have a question regarding the product page layout. Right now, under each product, I can see expandable sections like Product Details and Specifications. I’d like to add two additional

    • Apply Workspace First Day of Month Setting to User Filter Date Picker

      I've noticed that the user date picker filter always has the first day of the week as Sunday, even when Monday is selected as the Workspace default. I would like to raise a feature request to apply the Workspace default to user date pickers. Thanks

    • Adding Markdown text using Zoho Desk API into the Knowledge Base

      Hi Zoho Community members, We currently maintain the documentation of out company in its website. This documentation is written in markdown text format and we would like to add it in Zoho Knowledge Base. Do you know if there is REST API functionality

    • Display CRM account field on Zoho Desk Ticket

      I have linked a custom CRM Account field for "Customer Care Lead Advisor" with Zoho Desk Accounts. I know the data has synced correctly as I am using this field for some automations based on this lead advisor field. When viewing a ticket that is linked

    • Composite Services and Account Tracking

      I am looking to garner support/request the ability to make composite services. A quick search in the forums brings up multiple requests for this feature. I fail to see why an item is mandatory while services are optional. I also would like to see the

    • Error: Unsupported content type: text/html;charset=UTF-8 after tryeing to get the token for n8n automation

      I am working on ZOHO Desk automation and need to get the ZOHO auth token for n8n I have created the app in ZOHO Desk API, got client id and client secret. Added all data required to get a token in n8n. After I sign in with my ZOHO credentials in ZOHO

    • How does BadgeUp Work?

      When creating the badges, where do you all get those printed? especially if you use the plastic type badges. Does Zoho send the files out or do some kind of integration with a 3rd party badge printer? I'm on a ZohoOne subscription and didn't want to use my one license for a test event to see how this worked. Thanks for any insight Randall

    • Access a field from incoming webhook Zoho Flow

      I would like to further process an incoming webhook in zoho flow. How can I access a field in the script / custom function. I tried this in many variations but not working: exfield=${webhookTrigger.payload.AnalyseErgebnis}; I would be very grateful if

    • What is the difference between a template and a snippiet

      Hi there, I am currently working on optimising our service desk and improving the consistency of our responses. I have come across two tools that appear to help do this, templates and snippets. I was wondering what the similarities and differences are

    • Is there a way to set up templates for commonly occurring issues on Zoho Desk

      Hi there, We have recently migrated our service desk over to Zoho. I was wondering if there is a way we can set up custom templates for specific requests that we commonly get from our customers. Example: Customer often requests a password reset. There

    • Import subform entries conveniently in CRM

      Dear All,   Subforms have always been crucial for associating additional data with CRM records. You can easily associate line items with parent records and keep track of various details related to your records. We're pleased to announce that we've introduced

    • Missing "Created_Time" Field in Zoho CRM API Search Results

      Hello, I've noticed that the "Created Time" field is visible in the Zoho Canvas view for my Accounts Module. However, I'm unable to retrieve this field's value via the Zoho CRM API. Specifically, when using the /search endpoint for the Accounts module,

    • Payment link showing as malicious

      We've had a few customers who have been unable to pay invoices as the payment link (the domain is zohosecurepay.eu) is showing as a malicious website in their browser. Could anyone help with this please?

    • Problem connecting social accounts and file upload

      I have two brands that I manage in Zoho, each with their own social profiles. I didn't have any issues for the first few months, but recently the Instagram for one got disconnected and no matter what I've tried, it won't reconnect. If I go into the settings

    • Canvas responsive preview in different browser window causes re-authentication/verification

      I'm trying to design a view in Canvas. I am testing in a tab with a desktop view, and another tab (on my same desktop/IP) with a responsive view of an iphone. Every time I refresh, it boots me out of the previously used tab. If I forget to refresh the

    • Is is available to access notes from mobile app?

      As you know we have a notes section in the mail system at the website but can I access the Notes from the mobile app? Thanks in advance

    • New Assembly Screen - Doesn't Search by SKU

      When one wants to make an Assembly by clicking the plus sign from the "Assemblies" tab, the first step is to enter the Composite Item that one wishes to assemble. Logical, but the problem is that one cannot search that by SKU, only product name. This

    • OpenAI Alert! Plug Sample #11 - Next-generation chatbots, Zobot + ChatGPT Assistant

      Hi Everyone! We have great news for all AI enthusiasts and ChatGPT users! The much anticipated Zobot integration with ChatGPT Assistant is now available with Plugs. Note: SalesIQ offers native integration with OpenAI, supporting several ChatGPT models,

    • Contracts Management

      Hello, We are implementing Zoho FSM for our field service operations and, one of the features we are lacking is Service Contract Management. I was told that such feature might be in the pipeline but an estimated launch date for this is not available at

    • Marketing Automation Emails Going to Spam

      Google is trapping all the marketing automation emails in spam. My domain has a perfect reputation and it looks like Zoho has a low reputation which is sending it to spam. When I pull the email out of spam and click on a link in the email, I get this

    • Import CRM Vendor Module for Mail Merge

      Hello, It seems I cannot import the vendor module field for a merge document? Is there a way to turn this on?  I have the ability to import my custom module fields, but not standard built-in CRM modules like Vendors.  Am I missing something? Thank you very much for your assistance!

    • Invalid OAuth Token When Using Zoho CRM API with Postman

      We're in the process of integrating Zoho CRM with our Django backend and currently testing the API endpoints via Postman. I've forked Zoho's official CRM REST API collection in Postman for this. Steps Taken: Created a Self Client via Zoho API Console:

    • IMAP as a source option in Dashboards

      Hi Team Can I request IMAP be added as a source option for running a report or creating a KPI in dashboards. I have selected all options and my IMAP linked emails are not showing, I can only check these by going to emails in a contact. Thankyou Josh

    • Device Credentials

      Connection Credentials for my device. Where is this displayed in the application.

    • Custom Function : Copy multilookup field to text field

      Hi, I'm a newbie on function programming, I try to copy text from a multi lookup field named "societe" to a text field named "societe2". I've used this code. In deluge script it seems to work, but when I trigger this function it doesn't work (Societe2 is still empty) Argument : Name : societe / string Name : societe2 / string Code : resp = zoho.crm._updateRecord("Societe",Societe.toString(),{"Societe2":Societe});  Can anyone help me ? Thanks a lot,

    • Turn off Knowlege Base Follow options and Follower lists

      Is there a way to hide or turn off the option in the Knowledge Base for users to follow specific departments/categories/sections/articles? If not, is there a way to turn off the public list of followers for each of those things? Otherwise, customer names

    • is there a better way to routinely export my project timesheets?

      Hi there, I am somewhat happy with how Zoho books handles time.  One thing that is missing is more user driven control over my data.  I have a workflow where I constantly need to give customers feeds of work done.  So I pick a project, and would ideally

    • Zoho Flow - Create CRM Meeting - Expected input type is jsonobject

      I'm trying to use the Create Module Entry action in Zoho Flow to create a meeting in Zoho CRM. The participant field is throwing an error during debugging: "Zoho CRM says "Invalid input for invalid data. The expected input type is jsonobject." I've tried

    • Zoho desk not sending call reference to user

      Hi, I am using zohone desk and have setup the call logging email address but sadly users are not getting a call reference notifying them that the call has been logged also can't see the updated call when it is going through faces. My question is, is there

    • Zoho CRM and Books Integration

      Evening, I have started the integration with FSM from CRM and having difficulties with the mapping. In CRM we use "Unit Price" as our cost price and mark this up on a subform to create a "Sell Price" this markup can be different on each quote depending

    • Can you please let us know how we can use Zoho for multi store?

      Hello Team, Can you please let us know how we can use Zoho for multi store because when we connect our plugin to Zoho and we create a product and then on another store when we create product with same name then product already exist error occurs, so how

    • Learning how to customize templates via code and best practices

      Hi! Our developers team want to learn how to edit our template files safely. The last time we messed with these files our site went down for a day and we had to reconfigure it from scratch. What are the best practices to do this? How can we get a template

    • Can you limit SEO penalties by delaying the appearance of a pop-up?

      Google is not keen on pop-ups and has got even less keen on them with the new Core Web Vitals updates. But I like using pop-ups. If you delay the pop-up so it only appears 10 seconds after the page loads, do you avoid Google’s penalties? 

    • Assistance Required for Fetching Custom Subform Data in Zoho CRM Widget

      Hi Team, I am facing an issue with my Zoho CRM Widget. In the Quotes module, there are two Subforms — one is a predefined Subform, and the other is a custom Subform that we have created. In the Inspect console of my widget, I am only able to see the predefined

    • Zoho Mail Shared Mailbox migration

      Hello! I am in the process of migrating our whole email infrastructure to Zoho Mail. We currently use cPanel for our email accounts and we want to migrate them to Zoho Mail using the migration tool. The problem is that we use an email for our sales department

    • Have an input card for zobot that could collect Name, Email, and Phone or a message all at once

      It would be great to have an input card for the codeless bot in a form style that allows it to ask all relevant questions at once. at any point in the chat flow or conversation, This approach would simplify the interaction, making it easier and more straightforward

    • Change DKIM From 20248 Bit Key to 1024 Bit Key

      I am having issues trying to change the Bit Key in DKIM from 2048 to 1024 so that it works with my Shopify Account. I can only find information on how to configure this when the Domain Key is added, but I couldn't find any details on how to change it

    • Introducing ICR in Zoho CRM: Transform your printed text into digital data

      From writing on papyrus in the ancient times to creating a humble record in your CRM, the world may have evolved with how it used to record data, but data entry as such has not been simplified. It is still a repetitive and arduous chore on which businesses

    • Next Page