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
Check out all updates in 2.0
Access your files securely from anywhere
New to Zoho Recruit?
Zoho Developer Community
New to Zoho LandingPage?
Zoho LandingPage Resources
New to Zoho Survey?
New to Zoho CRM Plus?
Deliver unforgettable customer experiences
New to Zoho CRM Plus?
Deliver unforgettable customer experiences
New to Zoho Marketing Plus?
Everything you need to run your marketing
New to Zoho Marketing Plus?
Everything you need to run your marketing
New to Bigin?
Topic Participants
Viswanath Subramani SS
Ben Norman
SaaSguru
Sticky Posts
Announcement: Zoho DataPrep 1.0 will be deprecated on August 31,2025
We'd like to inform you that the Zoho DataPrep 1.0 version will be officially deprecated as of August 31, 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 ensureAnnouncement: 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 theAnnouncing 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 theAnnouncing 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 decisionsZoho 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,
New to Zoho TeamInbox?
Zoho TeamInbox Resources
Zoho CRM Plus Resources
Zoho Books Resources
Zoho Subscriptions Resources
Zoho Projects Resources
Zoho Sprints Resources
Qntrl Resources
Zoho Creator Resources
Zoho CRM Resources
Design. Discuss. Deliver.
Zoho Show Resources
Get Started. Write Away!
Writer is a powerful online word processor, designed for collaborative work.
Zoho CRM コンテンツ
-
オンラインヘルプ
-
Webセミナー
-
機能活用動画
-
よくある質問
-
Ebook
-
-
Zoho Campaigns
- Zoho サービスのWebセミナー
その他のサービス コンテンツ
Nederlandse Hulpbronnen
ご検討中の方
Recent Topics
Profile date settings
At present I have "EEE, MMMM dd, yyyy" but this takes an exessive amount of column space, we should be able to input our own format. I would like to use "EEE, MMM dd, yy" - a much shorter version of the above but with the same abbreviated info, requiringWich version of Backstage is included in Zoho One
Hello I am in the event business and i am considering Zoho One to replace my current tools. I will need Backstage to manage my events but I am wondering wich version of backstage will I get if I subscribe to Zoho One. Thank you GuillaumeHow to restore deleted campaigns?
I accidentally deleted my first campaign that went out today (08/21/18). How do I restore it?Organize and Clone Task Custom Views
We have rolled out two new enhancements to task custom views: Custom View Groups and Custom View Clone. Custom View Groups Similar to predefined view groups, we have introduced groups for custom views to help organize and categorize them. My Custom Views:Unveiling Cadences: Redefining CRM interactions with automated sequential follow-ups
Last modified on 01/04/2024: Cadences is now available for all Zoho CRM users in all data centres (DCs). Note that it was previously an early access feature, available only upon request, and was also known as Cadences Studio. As of April 1, 2024, it'sStock Count History in Product Details – Zoho Inventory
Hello Zoho Team, When I perform a Stock Count for a product in Zoho Inventory, I would like to view the history of those stock counts later — especially from the product details page. Currently, I can perform the count and update the quantity, but I’mKits: Option to Hide Associate Items on Documents
The new Kit type of Composite Item is very helpful, and we're already using it in several different ways. One problem is that there seems to be no way to hide the components on some documents, including Package Slips. There is an option given in settingsPick List Issues
I have created a pick list that looks at a table in a sheet, it selects the column I want fine. Various issues have come along. The option to sort the pick list is simplistic, only allows an ascending alphabetical sort. Bad luck if you want it descending.Zoho Books CREDIT LIMIT is completely USELESS due to a BUG!!! Please fix it ASAP!!
Credit Limit should not be taken into account if payment terms on the Invoice are without credit. If selected Credit 0 days (Prepayment) why in this world would a notification pop up saying credit limit is exceeded and not allowing to create an invoice?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 itemShow all items making up the composite item in transactions
Dear Zoho, Currently, when we select a composite item in Zoho Inventory for a transaction, we do not receive a breakdown of the individual items that make up the composite. This makes it challenging for our team to accurately pick, pack, and ship theIs it possible to adjust the web browser tab title (when a ZoHo Desk ticket is opened)
Hi All, When I open a ZoHo Desk ticket in a web browser, the tab title (text that appears at the top of the browser tab) uses the logic: *company icon picture* (xxxx) #ticket number - company name See below (highlighted in red) for reference. CompanyConfigure ChatGPT in Zoho Cliq | Now with GPT-4!
Updated for GPT-4 Support: The post and scripts has been revised to take advantage of the new GPT-4 model's capabilities. Please use the updated version for enhanced performance and accuracy. If you have been on the internet for the past few months, youEditing the text on the Help Center home page
Is it possible to edit the "Welcome to Help Center" message anywhere? This one: We'd like to be able to tailor it a little more ourselves.Upcoming Changes to LinkedIn Parsing in Resume Extractor
Starting 31 July 2025, the Zoho Recruit Resume Extractor will no longer support direct parsing of candidate data from LinkedIn profiles. Why Is This Change Needed? In accordance with LinkedIn’s platform policies, extracting profile data through browserHow to Initiate WhatsApp Message on SalesIQ?
I've just activated a Business WhatsApp phone number through SalesIQ because of its touted omnichannel chat approach. Sounds exciting. I understand that when a customer sends me a WA message, I can reply to it on SalesIQ and keep the chat going, perfect.Have completed Zoho Sign documents attach automatically to contact and/or account
Hello, Just used ZohoSign for the first time to get an e-signature on an important document. Setting up the template was nice and easy and configuring the request to go to the right people and training a member of staff was also very easy. HOWEVER WhyRich Text For Notes in Zoho CRM
Hello everyone, As you know, notes are essential for recording information and ensuring smooth communication across your records. With our latest update, you can now use Rich Text formatting to organize and structure your notes more efficiently. By using"In Zoho CRM, during the Blueprint transition to the QC stage, I want to make the 'Packing Proof' image field mandatory."
@Dr Saurabh Joshi @Haiku Technical Support @Ishwarya SG @Sparrow Hill President @Hugh Marshall "In Zoho CRM, during the Blueprint transition to the QC stage, I want to make the 'Packing Proof' image field mandatory."Using email "importance" as workflow-criteria
I'd like to set up a workflow that triggers if an incoming email has been flagged as "high importance" but I'm not seeing any way to do that. Hopefully I'm just missing something obvious...?Send emails directly via Cases module
Greetings all, The ability to send emails from the Cases module, which users have been eagerly anticipating, is now available, just like in the other modules. In Zoho CRM, Cases is a module specifically designed for managing support tickets. If your organizationCurrency transition
We are using Zoho CRM in Curacao, Dutch Caribbean. Our currency is currently the ANG. Curacao will be transition ing from using the ANG (Antillean Guilder) to using the XCG currency (Caribbean Guilder) on March 31st 2025, see: https://www.mcb-bank.com/caribbean-guilder.Color of Text Box Changes
Sometimes I find the color of text boxes changed to a different color. This seems to happen when I reopen the same slide deck later. In the image that I am attaching, you see that the colors of the whole "virus," the "irology" part of "virology," andUpdate Lead Status in Zoho CRM When a Meeting is Booked via Microsoft Bookings
Hi everyone, I’m trying to streamline our lead management process and would like to automatically update the Lead Status in Zoho CRM whenever a meeting is booked through Microsoft Bookings. Has anyone successfully implemented this kind of integrationHow to link web sales payments through Stripe to invoices?
I have just set up an online shop website which accepts payments through Stripe. The payment appears in Zoho Books through the Stripe feed as 'Sales without invoices'. In order to keep Zoho Inventory in step, I manually (for now) create a Sales InvoiceZoho Website Site Speed Up & Setting
We are experiencing slow loading speeds on our Zoho website and would like assistance in optimizing its performance. Kindly review the site and suggest or implement necessary improvements to enhance speed, especially related to: > Caching mechanisms >Kaizen #199: FAQs on Multi-Select Lookup (MxN) Field in Zoho CRM
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. GotNFC Support
Hi, I would like NFC Support like Zoho Creator, to pre-fill field values by scanning an RFID device. Zoho Creator NFC here: https://www.youtube.com/watch?v=F4JoMWnF82I Both on a Field's User Input (Mobile Apps), in additon to QR Code & Barcode today,Zoho Desk Android app update: Enhanced UI of the History tab.
Hello everyone! In the latest Android version(v2.9.10) of the Zoho Desk mobile app, we enhanced the UI of the 'History' tab within a ticket. Also, we have introduced a filter option to easily search the history based on the actions performed on the ticket.UK Registration for VAT with existing stock/inventory
We have an existing inventory of stock and are investigating how to handle the conversion from a UK VAT unregistered company to a UK VAT registered company. Enabling VAT registered status looks extremely easy, but we cannot find any way within Books toBlueprint - Mandatory file upload field
Hi, File upload (as we as image upload) field cannot be set as mandatory during a blueprint transition. Is there a workaround? Setting attachments as mandatory doesn't solve this need as we have no control over which attachments are added, nor can weIs Zoho Marketing Plus part of Zoho One?
Hi, Is the new fancy Zoho Marketing Plus part of the Zoho One package? Is there any benefit in using this rather than the standalone products? Many thanks JonIs it possible to Bulk Update 'Product Name' in Zoho Desk?
Is it possible to Bulk Update 'Product Name' in Zoho Desk? I cannot see that option now. Kindly help how we can do it.Trigger action after workflow
I would like to trigger a deluge function after the approval workflow is complete. Is this possible? The objective is to take the approved document and move it over to Zoho Contracts to send out to our customer for review and signature. The reason weChange visable Subform fields
I have a form with 4 subforms in it. I added another field to each of the subforms in my main form. Now, how do I update the subforms to show the new fields that I added?Announcing Agentic AI - Ask Zia!
We are delighted to roll out the new agentic AI capabilities in Ask Zia, where every stage of the BI workflow is assisted by AI. With a human-in-the-loop approach, Ask Zia ensures that you’re in command of the decision, while AI handles the complexity.Integrate Bunq with ZOHO Bookes
We are new users of ZOHO Books, and our bank (BUNQ, in the Netherlands) isn't listed on the bank integrations. Is there a way to handle this?Trial Extenstion/ 2nd Go!
Hi, Recently trialed FSM bit didnt get a chance to try out the most recent features is it possible to get another trial to try the new features and see if I can make it work for me?Whatsapp BOT with CRM
Hello, how do you use Whatsapp integrations in zoho CRM?Weekly Tips : Take Control of Your Sent Emails using Outbox Delay
Ever clicked “Send” on an email, then instantly realized you forgot something—like a file, an attachment, or even made a small typo? It happens more often than you'd think. Wouldn’t it be helpful if your email waited a little before actually going out?Next Page