Zoho DataPrep is now launched!

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 patterns, and transforming and enriching data, all without the need for any coding. It also helps in setting up pipelines to sync prepared data to a wide variety of destinations including Zoho Analytics, or to data warehouses.



We want to thank all beta users whose valuable feedback helped us improve the product since the beta launch, a few months ago. We have also enhanced the product with more features during the beta to make data preparation even easier and robust. Here are some of the highlights.

New data sources

Apart from the data sources such as files, feeds, local databases, cloud databases, and cloud storage services we already support, we have now added more data sources like Amazon S3 and local databases such as Pervasive SQL, DB2, Exasol, SQLite, and many more. Learn more 


Pivot transform 

The pivot operation distributes the data for easy consumption. It spreads out the data in long, winding tables by converting categories in rows into columns. Learn more 


System-wide search powered by Zia  

Zia, Zoho’s AI assistant for business is now integrated with Zoho DataPrep and it helps you to perform a system-wide search of all your data. Learn more


Advanced  Filters  

Cleanse data using complex data filters based on wildcards, patterns, data quality, regex, and more. Learn more 


Window functions  

Window functions enable you to perform summations and calculations based on a rolling window of data, relative to the current row. Unlike normal aggregate functions, the window functions keep the original rows intact and add the result as a new column. Learn more 


We’ve been hearing great things from our early adopters!

From the time we got access to Zoho DataPrep we have put our IT team to the task of integrating our call center data into Zoho DataPrep, so that when we push it to Zoho Analytics, we should be able to offer metrics and data at the customer level. Being able to do this will change the way we do business, and allow us to be competitive in a space not possible before — without crippling fees for dynamic coding. Our eyes are firmly on the future now, thanks to Zoho DataPrep.
Marc Fishman
Director of Sales and Marketing, Call Center Sales Pro

We spend a lot of time writing and maintaining custom scripts to import data, fix errors and transform the data. Using Zoho DataPrep, we easily found the errors in the data and fixed them all from within the tool. We are now looking to eliminate manual scripts and use Zoho DataPrep to automate data preparation.
Claudio Cabeza
Business Development Director, Grupo Premo

Go ahead and explore!

Try Zoho DataPrep with a 15-day no-commitment free trial now!


SIGN UP FOR FREE


    Access your files securely from anywhere







                            Zoho Developer Community




                                                  • Desk Community Learning Series


                                                  • Digest


                                                  • Functions


                                                  • Meetups


                                                  • Kbase


                                                  • Resources


                                                  • Glossary


                                                  • Desk Marketplace


                                                  • MVP Corner


                                                  • Word of the Day


                                                  • Ask the Experts





                                                            Manage your brands on social media



                                                                  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

                                                                                      • CRM Community Learning Series

                                                                                        CRM Community Learning Series


                                                                                      • Kaizen

                                                                                        Kaizen

                                                                                      • Functions

                                                                                        Functions

                                                                                      • Meetups

                                                                                        Meetups

                                                                                      • Kbase

                                                                                        Kbase

                                                                                      • Resources

                                                                                        Resources

                                                                                      • Digest

                                                                                        Digest

                                                                                      • CRM Marketplace

                                                                                        CRM Marketplace

                                                                                      • MVP Corner

                                                                                        MVP Corner









                                                                                          Design. Discuss. Deliver.

                                                                                          Create visually engaging stories with Zoho Show.

                                                                                          Get Started Now


                                                                                            Zoho Show Resources

                                                                                              Zoho Writer

                                                                                              Get Started. Write Away!

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

                                                                                                Zoho CRM コンテンツ



                                                                                                  Nederlandse Hulpbronnen


                                                                                                      ご検討中の方




                                                                                                              • Recent Topics

                                                                                                              • MCP no longer works with Claude

                                                                                                                Anyone else notice Zoho MCP no longer works with Claude? I'm unable to turn this on in the claude chat. When I try to toggle it on, it just does nothing at all. I've tried in incognito, new browsers, etc. - nothing seems to work.
                                                                                                              • Enable History Tracking for Picklist Values Not Available

                                                                                                                When I create a custom picklist field in Deals, the "Enable History Tracking for Picklist Values" option is not available in the Edit Properties area of the picklist. When I create a picklist in any other Module, that option is available. Is there a specific reason why this isn't available for fields in the Deals Module?
                                                                                                              • The reason I switched away from Zoho Notebook

                                                                                                                My main reason for switching to Zoho was driven by three core principles: moving away from US-based products, keeping my data within India as much as possible, and supporting Indian companies. With that intent, I’ve been actively de-Googling my digital
                                                                                                              • Add RTL and Hebrew Support for Candidate Portal (and Other Zoho Recruit Portals)

                                                                                                                Dear Zoho Recruit Team, I hope you're doing well. We would like to request the ability to set the Candidate Portal to be Right-to-Left (RTL) and in Hebrew, similar to the existing functionality for the Career Site. Currently, when we set the Career Site
                                                                                                              • Ability to Edit YouTube Video Title, Description & Thumbnail After Publishing

                                                                                                                Hi Zoho Social Team, How are you? We would like to request an enhancement to Zoho Social that enables users to edit YouTube video details after the video has already been published. Your team confirmed that while Zoho Social currently allows editing the
                                                                                                              • Free Webinar : Unlock AI driven business insights with Zoho Inventory + Zoho Analytics

                                                                                                                Are you tired of switching between apps and exporting data to build customized reports? Say hello to smarter & streamlined insights! Join us for this exclusive webinar where we explore the power of the Zoho Inventory–Zoho Analytics integration. Learn
                                                                                                              • Critical Issue: Tickets Opened for Zoho Support via the Zoho Help Portal Were Not Processed

                                                                                                                Hi everyone, We want to bring to your attention a serious issue we’ve experienced with the Zoho support Help Portal. For more than a week, tickets submitted directly via the Help Portal were not being handled at all. At the same time no alert was posted
                                                                                                              • Hide/Show Subform Fields On User Input

                                                                                                                Hello, Are there any future updates in Hide/Show Subform Fields "On User Input"?
                                                                                                              • Cloning Item With Images Or The Option With Images

                                                                                                                Hello, when I clone an item, I expect the images to carry over to the cloned item, however this is not the case in Inventory. Please make it possible for the images to get cloned or at least can we get a pop up asking if we want to clone the images as
                                                                                                              • Archiving Contacts

                                                                                                                How do I archive a list of contacts, or individual contacts?
                                                                                                              • WorkDrive and CRM not in sync

                                                                                                                1/ There is a CRM file upload field with WorkDrive file set as the source: 2/ Then the file is renamed in WorkDrive (outside CRM): 3/ The File in CRM is not synced after the change in WorkDrive; the file name (reference) in CRM record is not updated (here
                                                                                                              • Custom validation in CRM schema

                                                                                                                Validation rules in CRM layouts work nicely, good docs by @Kiran Karthik P https://help.zoho.com/portal/en/kb/crm/customize-crm-account/validation-rules/articles/create-validation-rules I'd prefer validating data input 'closer to the schema'
                                                                                                              • Adding Default Module Image into mail merge field

                                                                                                                As with most people finding their way to these forums i have a specific requirement that doesn't seem to be supported by Zoho I have created 2 custom modules to suit my purpose 1 is an inventory type module that lists aluminium extrusions, and all relevant
                                                                                                              • Sync Data from MA to CRM

                                                                                                                Currently, it's a one-way sync of data from the CRM to MA. I believe we should have the ability to select fields to sync from MA to the CRM. The lead score is a perfect example of this. In an ideal world we would be able to impact the lead score of a
                                                                                                              • Is it possible to roll up all Contact emails to the Account view?

                                                                                                                Is there a way to track all emails associated with an Account in one single view? Currently, email history is visible when opening an individual Contact record. However, since multiple Contacts are often associated with a single Account, it would be beneficial
                                                                                                              • Update CRM record action

                                                                                                                Currently, MA only offers a "Push Data" action to push data to a CRM module. This action is built to cover the need to both create a new record and update an existing record. Because it has been implemented this way all required fields on the CRM module
                                                                                                              • Notes badge as a quick action in the list view

                                                                                                                Hello all, We are introducing the Notes badge in the list view of all modules as a quick action you can perform for each record, in addition to the existing Activity badge. With this enhancement, users will have quick visibility into the notes associated
                                                                                                              • Free Training - Explore What’s New in Zoho One 2025

                                                                                                                Greetings! We hope you have all had a chance by now to get hands-on with the new features and updates released as part of ZO25. Yes, we understand that you may have questions and feedback. To ensure you gain a comprehensive understanding of these updates,
                                                                                                              • Good news! Calendar in Zoho CRM gets a face lift

                                                                                                                Dear Customers, We are delighted to unveil the revamped calendar UI in Zoho CRM. With a complete visual overhaul aligned with CRM for Everyone, the calendar now offers a more intuitive and flexible scheduling experience. What’s new? Distinguish activities
                                                                                                              • Edit default "We are here to help you" text in chat SalesIQ widget

                                                                                                                Does anyone know how this text can be edited? I can't find it anywhere in settings. Thanks!
                                                                                                              • Quick way to add a field in Chat Window

                                                                                                                I want to add Company Field in chat window to lessen the irrelevant users in sending chat and set them in mind that we are dealing with companies. I request that it will be as easy as possible like just ticking it then typing the label then connecting
                                                                                                              • How to create a two way Sync with CRM Contacts Module?

                                                                                                                Newbie creator here (but not to Zoho CRM). I want to create an app that operates on a sub-set of CRM Contacts - only those with a specific tag. I want the app records to mirror the tagged contacts in CRM. I would like it to update when the Creator app
                                                                                                              • Zoho Sheet for Desktop

                                                                                                                Does Zoho plans to develop a Desktop version of Sheet that installs on the computer like was done with Writer?
                                                                                                              • Where is the settings option in zoho writer?

                                                                                                                hi, my zoho writer on windows has menu fonts too large. where do i find the settings to change this option? my screen resolution is correct and other apps/softwares in windows have no issues. regards
                                                                                                              • How to set page defaults in zoho writer?

                                                                                                                hi, everytime i open the zoho writer i have to change the default page settings to - A4 from letter, margins to narrow and header and footer to 0. I cannot set this as default as that option is grayed out! so I am unable to click it. I saved the document
                                                                                                              • Develop and publish a Zoho Recruit extension on the marketplace

                                                                                                                Hi, I'd like to develop a new extension for Zoho Recruit. I've started to use Zoho Developers creating a Zoho CRM extension. But when I try to create a new extension here https://sigma.zoho.com/workspace/testtesttestest/apps/new I d'ont see the option of Zoho Recruit (only CRM, Desk, Projects...). I do see extensions for Zoho Recruit in the marketplace. How would I go about to create one if the option is not available in sigma ? Cheers, Rémi.
                                                                                                              • How to import data from PDF into Zoho Sheet

                                                                                                                I am looking to import Consolidated Account Statement (https://www.camsonline.com/Investors/Statements/Consolidated-Account-Statement) into zoho sheet. Any help is appreciated. The pdf is received as attachment in the email, this document is password
                                                                                                              • Zoho Projects Android app: Integration with Microsoft Intune

                                                                                                                Hello everyone! We’re excited to announce that Zoho Projects now integrates with Microsoft Intune, enabling enhanced security and enterprise app management. We have now added support for Microsoft Intune Mobile Application Management (MAM) policies through
                                                                                                              • Cant't update custom field when custom field is external lookup in Zoho Books

                                                                                                                Hello I use that : po = zoho.books.updateRecord("purchaseorders",XXXX,purchaseorder_id,updateCustomFieldseMap,"el_books_connection"); c_f_Map2 = Map(); c_f_Map2.put("label","EL ORDER ID"); c_f_Map2.put("value",el_order_id); c_f_List.add(c_f_Map2); updateCustomFieldseMap
                                                                                                              • About Zoneminder (CCTV) and Zoho People

                                                                                                                Hi team I would like to implement a CCTV service for our branches, with the aim of passively detecting both the entry and exit of personnel enrolled in Zoho Peeple, but my question is: It is possible to integrate Zoho People with Zoneminder, I understand
                                                                                                              • Introducing the Zoho Projects Learning Space

                                                                                                                Every product has its learning curve, and sometimes having a guided path makes the learning experience smoother. With that goal, we introduce a dedicated learning space for Zoho Projects, a platform where you can explore lessons, learn at your own pace,
                                                                                                              • Create CRM Deal from Books Quote and Auto Update Deal Stage

                                                                                                                I want to set up an automation where, whenever a Quote is created in Zoho Books, a Deal is automatically created in Zoho CRM with the Quote amount, customer details, and some custom fields from Zoho Books. Additionally, when the Sales Order is converted
                                                                                                              • How to show branch instead of org name on invoice template?

                                                                                                                Not sure why invoices are showing the org name not the branch name? I can insert the branch name using the ${ORGANIZATION.BRANCHNAME} placeholder, but then it isn't bold text anymore. Any other ideas?
                                                                                                              • Admin asked me for Backend Details when I wanted to verify my ZeptoMail Account

                                                                                                                Please provide the backend details where you will be adding the SMTP/API information of ZeptoMail Who knows what this means?
                                                                                                              • Kaizen #223 - File Manager in CRM Widget Using ZRC Methods

                                                                                                                Hello, CRM Wizards! Here is what we are improving this week with Kaizen. we will explore the new ZRC (Zoho Request Client) introduced in Widget SDK v1.5, and learn how to use it to build a Related List Widget that integrates with Zoho WorkDrive. It helps
                                                                                                              • Set connection link name from variable in invokeurl

                                                                                                                Hi, guys. How to set in parameter "connection" a variable, instead of a string. connectionLinkName = manager.get('connectionLinkName').toString(); response = invokeurl [ url :"https://www.googleapis.com/calendar/v3/freeBusy" type :POST parameters:requestParams.toString()
                                                                                                              • Possible to connect Zoho CRM's Sandbox with Zoho Creator's Sandbox?

                                                                                                                We are making some big changes on our CRM so we are testing it out in CRM's Sandbox. We also have a Zoho Creator app that we need to test. Is it possible to connect Zoho CRM's Sandbox to Zoho Creator's Sandbox so that I can perform those tests?
                                                                                                              • I Need Help Verifying Ownership of My Zoho Help Desk on Google Search Console

                                                                                                                I added my Zoho desk portal to Google Search Console, but since i do not have access to the html code of my theme, i could not verify ownership of my portal on Google search console. I want you to help me place the html code given to me from Google search
                                                                                                              • Timeline Tracker

                                                                                                                Hi Team, I am currently using Zoho Creator – Blueprint Workflows, and I would like to know if there is a way to track a timeline of the approval process within a Blueprint. Specifically, I am looking for details such as: Who submitted the record Who clicked
                                                                                                              • Primary / Other Billing Contacts

                                                                                                                If you add an additional contact to a Zoho Billing Customer record, and then mark this new contact as the primary contact, will both the new primary and old primary still receive notifications? Can you stop notifications from going to the additional contacts
                                                                                                              • Next Page