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

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 are spending a significant amount of time and resources.
 
But, in today's fast-growing world, spending time to manually feed data field-after-field drains out the productivity from your business. And, one of the intelligent ways to tackle this age-old problem? Using intelligence itself—Intelligent Character Recognition.

Idea
Intelligent Character Recognition is a cutting-edge technology that can recognize and capture characters in printed texts and transform them as digital data.  
Imagine the case of vendor management in an eCommerce business; your agents creates individual records for each vendor registration and verify their credentials to qualify their contract.
 
Up next, think of patient registration at hospitals; the patients have to fill out the registration forms manually, submit the Govt. issued health card, and the staff has to feed them into the system.
 
For one more, let's look at the warehouse management process. The stockists feed the newly launched product into the system one after the other with all the specifications.
 
Finally, the revered sales process. Records created via webforms will have minimal information about the prospects. To qualify, the reps reach out to the prospects and collect more prerequisite information.
 
All these examples involve multiple back and forth, a lot of visual toggling between the physical asset and the system—the fatigue is real, and employing ICR for these data entry chores helps businesses to focus on your business processes efficiently.
 

ICR in Zoho CRM

Built as an ancillary to Zia Vision, ICR employs a few-step process to create new records and enrich existing records from images.
 
All you have to do is train Zia; the model will be ready to localize characters in your image. You can start to upload, verify, and save as a record.

Here's ICR at work!
 
Training Zia with sample images
Creating new records
Enriching existing records from attached images

There—that's all about ICR in Zoho CRM.
 
What you are seeing is our first cut. Down the road, we have plans to extract and enrich records and subforms using invoices, forms, bills, and handwritten texts. We are also working to optimize our model to extract without having to train Zia upfront. We shall soon meet with finer enhancements to ICR and till then—take care! 👋
 

Release plan: This is available for partners and customers in US DC.

Help document: Intelligent Character Recognition by Zia Vision

Thanks and have a good one! 

Kind regards,
Saranya Balasubramanian

    Nederlandse Hulpbronnen


      • Recent Topics

      • Zoho Sheet for Desktop

        Does Zoho plans to develop a Desktop version of Sheet that installs on the computer like was done with Writer?
      • Create static subforms in Zoho CRM: streamline data entry with pre-defined values

        Last modified on (9 July, 2025): This feature was available in early access and is currently being rolled out to customers in phases. Currently available for users in the the AU, CA, and SA DCs. It will be enabled for the remaining DCs in the next couple
      • BUTTONS SHOWN AS AN ICON ON A REPORT

        Hi Is there any way to create an action button but show it as an icon on a report please? As per the attached example? So if the user clicks the icon, it triggers an action?
      • Dropshipping Address - Does Not Show on Invoice Correctly

        When a dropshipping address is used for a customer, the correct ship-to address does not seem to show on the Invoice. It shows correctly on the Sales Order, Shipment Order, and Package, just not the Invoice. This is a problem, because the company being
      • RFQ MODEL

        A Request for quotation model is used for Purchase Inquiries to multiple vendors. The Item is Created and then selected to send it to various vendors , once the Prices are received , a comparative chart is made for the user. this will help Zoho books
      • Will zoho thrive be integrated with Zoho Books?

        title
      • Product Updates in Zoho Workplace applications | August 2025

        Hello Workplace Community, Let’s take a look at the new features and enhancements that went live across all Workplace applications this August. Zoho Mail Delegate Email Alias Now you can let other users send emails on your behalf—not just from your primary
      • Notebook audio recordings disappearing

        I have recently been experiencing issues where some of my attached audio recordings are disappearing. I am referring specifically to ones made within a Note card in Notebook on mobile, made by pressing the "+" button and choosing "Record audio" (or similar),
      • Unable to send message; Reason:554 5.1.8 Email Outgoing Blocked

        Hi, I sent few emails and got this: Unable to send message; Reason:554 5.1.8 Email Outgoing Blocked And now I have few days since I cant send any email. Is there something wrong I did? Also can someone fix this please
      • Want to use Zoho Books in Switzerland. CHF support planned?

        Hi, We're a Swiss company using other Zoho suite software and I discovered Zoho Books and other accounting SaaS when looking for an accounting tool. Do you intend to cover Switzerland and CHF based accounting anytime soon? Roy
      • Zoho sheet desktop version

        Hi Zoho team Where can I access desktop version of zoho sheets? It is important as web version is slow and requires one to be online all the time to do even basic work. If it is available, please guide me to the same.
      • Weekly Tips : Teamwork made easy with Multiple Assignees

        Let's say you are working on a big project where different parts of a single task need attention from several people at the same time—like reviewing a proposal that requires input from sales, legal, and finance teams. Instead of sending separate reminders
      • Best way to share/download presentation files in Zoho without losing formatting?

        Hello Zoho Community, I often work with PPT/PDF files in Zoho Docs and share them with colleagues. While PDFs usually give a direct download option, I’ve noticed that PPT/PPTX files sometimes only open in the viewer without a clear download link. Is there
      • Celebrating Connections with Zoho Desk

        September 27 is a special day marking two great occasions: World Tourism Day and Google’s birthday. What do these two events have in common (besides the date)? It's something that Zoho Desk celebrates, too: making connections. The connect through tourism
      • What is Resolution Time in Business Hours

        HI, What is the formula used to find the total time spent by an agent on a particular ticket? How is Resolution Time in Business Hours calculated in Zohodesk? As we need to find out the time spent on the ticket's solution by an agent we seek your assistance
      • How use

        Good morning sir I tried Zoho Mail
      • Adding Overlays to Live Stream

        Hello folks, The company I work for will host an online event through Zoho Webinar. I want to add an overlay (an image) at the bottom of the screen with all the sponsors' logos. Is it possible to add an image as an overlay during the live stream? If so,
      • Email Sending Failed - SMTP Error: data not accepted. - WHMCS Not sending emails due to this error

        I have been trying to figure out a fix for about a week now and I haven't found one on my own so I am going to ask for help on here.  After checking all the settings and even resetting my password for the email used for WHMCS it still says: Email Sending Failed - SMTP Error: data not accepted.  I have no clue how to fix it at this point. Any insight would be lovely. 
      • Does Zoho Learn integrate with Zoho Connect,People,Workdrive,Project,Desk?

        Can we propose Zoho LEarn as a centralised Knowledge Portal tool that can get synched with the other Zoho products and serve as a central Knowledge repository?
      • Zoho Flow - Update record in Trackvia

        Hello, I have a Flow that executes correctly but I only want it to execute once when a particular field on a record is updated in TrackVia. I have the trigger filters setup correctly and I want to add an "update record" action at the end of the flow to
      • Add Comprehensive Accessibility Features to Zoho Desk Help Center for End Users

        Hello Zoho Desk Team, We hope you're doing well. We’d like to submit a feature request to enhance the client-facing Help Center in Zoho Desk with comprehensive accessibility features, similar to those already available on the agent interface. 🎯 Current
      • Rename Record Summary PDF in SendMail task

        So I've been tasked with renaming a record summary PDF to be sent as part of a sendmail task. Normally I would offer the manual solution, a user exports the PDF and uploads it to a file upload field, however this is not acceptable to the client in this
      • in zoho creator Sales Returns form has sub form Line Items return quantity when i upate the or enter any values in the sub form that want to reflect in the Sales Order form item deail sub form field Q

        in zoho creator Sales Returns form has sub form Line Items return quantity when i upate the or enter any values in the sub form that want to reflect in the Sales Order form item deail sub form field Quantity Returned\ pls check the recording fetch_salesorder
      • Estimates with options and sub-totals

        Hi It seems it would be great to be able to show multiple options in an estimate. For instance I have a core product to which I can add options, and maybe sub-options... It would be great to have subtotals and isolate the core from the not compulsory items. Thanks
      • Optional Items Estimate

        How do you handle optional items within an estimate? In our case we have only options to choose with. (Like your software pricing, ...standard, professional, enterprise) How can we disable the total price? Working with Qty = 0 is unprofessional....
      • Important Update : Zendesk Sell announced End of Life

        Hello Zendesk users, Zendesk has officially announced that Zendesk Sell will reach its End of Life (EOL) on August 31, 2027 (Learn more). In line with this deprecation, Zoho Analytics will retire its native Zendesk Sell connector effective October 1,
      • Zoho Sheets

        Hi, I am trying to transition into Zoho sheets, I have attached the issues encountered. Server issues, file trying to upload for more than 30 mins, even once uploaded my data aren't loaded. Simple calculations are not working I have attached the sample.
      • Zoho CRM + Zoho FSM : alignez vos équipes commerciales et techniques

        La vente est finalisée, mais le parcours client ne fait que commencer ! Dans les entreprises orientées service, conclure une vente représente seulement la première étape. Ce qui suit — installation, réparation ou maintenance régulière — influence grandement
      • Top Bar Shifting issue still not fixed yet

        I mentioned in a previous ticket that on Android, the top bar shifts up when you view collections or when you're in the settings. That issue still hasn't been fixed yet. I don't wanna have to reinstall the app as I've noticed for some reason, reinstalling
      • Power of Automation:: Automate the process of updating project status based on a specific task status.

        Hello Everyone, Today, I am pleased to showcase the capabilities of a custom function that is available in our Gallery. To explore the custom functions within the Gallery, please follow the steps below. Click Setup in the top right corner > Developer
      • ZOHO SHEETS

        Where can I access desktop version of zoho sheets? It is important to do basic work If it is available, please guide me to the same
      • Attention API Users: Upcoming Support for Renaming System Fields

        Hello all! We are excited to announce an upcoming enhancement in Zoho CRM: support for renaming system-defined fields! Current Behavior Currently, system-defined fields returned by the GET - Fields Metadata API have display_label and field_label properties
      • Billing Management: #3 Billing Unbilled Charges Periodically

        We had a smooth sail into Prorated Billing, a practice that ensures fairness when customers join, upgrade, or downgrade a service at any point during the billing cycle. But what happens when a customer requests additional limits or features during the
      • No bank feeds from First National Bank South Africa since 12 September

        I do not know how Zoho Books expects its customers to run a business like this. I have contacted Zoho books numerous times about this and the say it is solved - on email NO ONE ANSWERS THE SOUTH AFRICAN HELP LINE Come on Zoho Books, you cannot expect
      • Citation Problem

        I had an previous ticket (#116148702) on this subject. The basic problem is this; the "Fetch Details" feature works fine on the first attempt but fails on every subsequent attempt, Back in July after having submitted information electronically and was
      • Open Sans Font in Zoho Books is not Open Sans.

        Font choice in customising PDF Templates is very limited, we cannot upload custom fonts, and to make things worse, the font names are not accurate. I selected Open Sans, and thought the system was bugging, but no, Open Sans is not Open Sans. The real
      • Failing to generate Access and Refresh Token

        Hello.  I have two problems: First one when generating Access and Refresh Token I get this response:  As per the guide here : https://www.zoho.com/books/api/v3/#oauth (using server based application) I'm following all the steps. I have managed to get
      • Zeptomail 136.143.188.150 blocked by SpamCop

        Hi - it looks like this IP is being blocked, resulting in hard bounces unfortunately :( "Reason: uncategorized-bounceMessage: 5.7.1 Service unavailable; Client host [136.143.188.150] blocked using bl.spamcop.net; Blocked - see https://www.spamcop.net/bl.shtml?136.143.188.150
      • Apply transaction rules to multiple banks

        Is there any way to make transaction rules for one bank apply to other banks? It seems cumbersome to have to re-enter the same date for every account.
      • How to bulk update records with Data Enrichment by Zia

        Hi, I want to bulk update my records with Data Enrichment by Zia. How can I do this?
      • Next Page