Introducing AI Modeler—a no-code approach to adding AI to your business applications

Introducing AI Modeler—a no-code approach to adding AI to your business applications

Forward-thinking businesses today are embracing AI to make life easier for themselves, their employees, and their customers. But if you haven't started yet, you might be concerned that your business will be left behind. Or maybe you're worried because you don't know much about AI, machine learning, or data science. Well, you can now relax—we've got you covered on all counts!
 
We've been hard at work lately, incorporating AI into Creator without deviating from our long-held low-code philosophy. The result of this hard work is an exciting new feature we're announcing today: AI Modeler.
 
What do you mean by "AI"?
Artificial intelligence is the ability of software to replicate human intellect, such as learning from experience and applying lessons learned while making decisions. While sci-fi enthusiasts and media like to portray artificial intelligence as a scary thing that'll take over the world, the reality is that we haven't reached that stage (yet!).
 
Instead, the current generation of AI technologies has been adopted in many ways, like providing specific benefits to different industries. In general terms, an AI model provides specific intelligence based on trained data, and can be customized to automate or optimize your business process—all with minimal human interference.
 
What's in it for me?
Our AI modeler includes a no-code AI builder that helps you harness the power of AI without having knowledge of programming. The AI Modeler feature will be available under the Microservices section. From there, you can jump into the world of AI with our ready-to-use models, which we've prebuilt and rigorously tested for your use. You'll only have to choose the application name and the form name to deploy these models—it's that easy!
 
Custom models allow you to build customized AI models tailor-made for your business, by providing it with unique data based on which it can work. Here, you'll need to provide the model with sample datasets relevant to your business for it to get familiarized with—this is called training —and then you can test whether it works as intended before deploying it.

Interesting. Tell me more!
While the uses of AI are endless, we've zeroed in on a handful of popularly used models, which we believe will add immense value to your business.

The key capabilities of our AI models are:
  • Prediction
  • OCR (optical character recognition)
  • Object detection
  • Keyword extraction
  • Sentiment analysis 

Prediction (Custom)
Prediction models process known results from historical data, and try to forecast future outcomes. It allows you to use data from an existing form or CSV file and predict future outcomes with just a few clicks.
 
Example: A store can calculate how much inventory they need in order to meet demand during a particular sales period by providing previous years' sales data.



OCR (Ready-to-use and custom)
Optimize operations, eliminate repetitive manual tasks, and digitize your business by using our OCR model to extract text from images. The ready-to-use OCR model will extract all the text it identifies in the image, while you can build a custom OCR to extract specific text from images into fields in your forms. Tag the fields to the corresponding values once and eliminate manual data entry forever.

Example: It's 2023, but many people still prefer to settle payments using checks. A business can use our custom OCR to extract details—like the bank name, check number, amount, date, and more—from the checks.


Object detection (Ready-to-use and custom)
Object detection models are used to identify specific objects in images and use them to optimize business processes. Our ready-to-use model is trained to identify common objects (like people, dogs, cars, etc). Otherwise, you can build a custom model and provide it with the training data for the objects you want to identify.
 
Example: A safety-focused company can use OD models to detect things like whether its employees are wearing a helmet while entering a construction site. 
When helmet is detected


When helmet is not detected:


Keyword extraction (Ready-to-use)
This functionality extracts the most important, representative words/phrases from large amounts of text data. In consumer facing industries, keyword extraction is quite helpful in analyzing customer responses, without having to go through each response manually.
 
Example: An e-commerce site that sells mobile phones allows its customers to post reviews after purchase. Instead of manually going through each of the reviews, the site can use keyword extraction to gain insights automatically. They could choose to extract words like "camera", "battery", and "display" to learn more about the most discussed attributes of the product. 


Sentiment analysis (Ready-to-use)
The sentiment analysis model analyzes text and predicts the sentiment expressed (positive, negative, or neutral). Sentiment analysis is widely used across industries to assist in analyzing customer feedback, customer support management, and social media monitoring.

Example: A business receives a large amount of feedback on its products. It can use sentiment analysis to gather whether its products have been well-received or not.


When can I get my hands on it?
Pretty soon! We're as excited as you are and will be rolling out AI Modeler to C6 users on February 20, 2023. Once live, we'll pop in a comment below this post and also update our Release Notes page.
 
Versions - C5  (Ready-to-use models only. Use them via the AI fields in the form builder),
                  C6  (Both custom and ready-to-use models as Microservices)
 
Pricing - Ultimate & Professional
               100 custom models & 250 ready-to-use with 1,000 free AI calls per month
               After exhausting the free AI calls, you'll have to get monthly add-ons for more AI calls. You can choose from the $50(50000 AI Calls / Month), $100(120000 AI Calls / Month), and $200(250000 AI Calls / Month) add-ons based on your requirement.
   
DCs - US, EU, AU, IN, CN

Help documentation
In the meantime, you can go through our comprehensive set of help docs to learn the nitty-gritty of our AI models.
   

Our inbox is always open. Feel free to send your feedback to support@zohocreator.com!
 
Regards,
Zoho Creator Team


      • Sticky Posts

      • Zoho Creator - 2023 Release Projection 1

        Hello everyone! A very Happy New Year to you and your family. Hope you're all good and having a great time using Zoho Creator to make your lives easier and your businesses prosper. 2022 was an action-packed year for us at Creator, and we hope to continue
      • Zoho Creator User Group meetups in a city near you! - Oct - Nov, 2023

        Greetings from the Zoho Creator team! We're hosting a series of Zoho Creator meetups in various cities across the globe, and we'd love to meet you there! Our meetups are a great opportunity to network with industry peers, exchange ideas and best practices,
      • Zoho Creator - 2023 Release Projection 2

        Hello everyone! Time truly flies when you're having an incredible journey, and today we mark the completion of an eventful and action-packed six months. It feels like just yesterday when we embarked on this adventure together with the launch of our new
      • Upcoming Updates - August 2022

        Hi all, Greetings from the Zoho Creator team! Today we've got news for you on some exciting updates. And rest assured— there’s more to come! In this post, we'll be going over the upcoming features and improvements for this month as mentioned below. A
      • Introducing Zoho Creator's v2 APIs

        Hello App Creators, Welcome to Zoho Creator's v2 APIs! This post will serve as the central point for migrating implementations of Creator's current APIs (v1) to v2. Improvements that v2 brings OAuth-based authentication, which is more secure than the

        • Recent Topics

        • 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
        • Upload API

          I'm trying to use the Upload API to upload some images and attach them to comments (https://desk.zoho.com/DeskAPIDocument#Uploads#Uploads_Uploadfile) - however I can only ever get a 401 or bad request back. I'm using an OAuth token with the Desk.tickets.ALL
        • Zoho Desk KB article embedded on another site.

          We embed KB articles from Zoho Desk on another site (our application). When opening the article in a new tab, there is no issue, but if we choose lightbox, we are getting an error "To protect your security, help.ourdomain.com will not allow Firefox to
        • Is Zoho Sheet available for Linux ?

          Is Zoho Sheet available for Linux ?
        • ZOHO Creator subform link

          Dear Community Support, I am looking for some guidance on how to add a clickable link within a Zoho Creator subform. The goal is for this link to redirect users to another Creator form where they can edit the data related to the specific row they clicked
        • 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. 
        • FSM setup

          So we have been tinkering with FSM to see if it is going to be for us. Now is the time to bite the bullet and link it to our zoho books and zoho crm. The help guides are good but it would really help if they were a bit more in depth on the intergrations.
        • 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
        • Filtering repport for portal users

          Salut, I have a weird problem that I just cannot figure out : When I enter information as administrator on behalf of a "supplier" portal user (in his "inventory" in a shared inventory system), I can see it, "customer" portal users can see it, but the
        • How to add application logo

          I'm creating an application which i do not want it to show my organization logo so i have changed the setting but i cannot find where to upload/select the logo i wish to use for my application. I have seen something online about using Deluge and writing
        • Zoho Projects - Q2 Updates | 2025

          Hello Users, With this year's second quarter behind us, Zoho Projects is marching towards expanding its usability with a user-centered, more collaborative, customizable, and automated attribute. But before we chart out plans for what’s next, it’s worth
        • 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
        • Option to Empty Entire Mailbox or Folder in Zoho Mail

          Hello Zoho Mail Team, How are you? We would like to request an enhancement to Zoho Mail that would allow administrators and users to quickly clear out entire folders or mailboxes, including shared mailboxes. Current Limitation: At present, Zoho Mail only
        • Create new Account with contact

          Hi I can create a new Account and, as part of that process, add a primary contact (First name, last name) and Email. But THIS contact does NOT appear in Contacts. How can I make sure the Contact added when creating an Account is also listed as a Contact?
        • 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?
        • 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
        • Rate Limiting in Zoho Flow (OpenAI API)

          Hi Everyone, We are facing some issues when using Zoho Flow as we have a deluge script running which is making external calls to OpenAI endpoint. Sometimes the response takes more than 30 seconds meaning the script will timeout. We want to implement a
        • 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.
        • 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
        • 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
        • 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
        • Zoho CRM Calendar | Custom Buttons

          I'm working with my sales team to make our scheduling process easier for our team. We primary rely on Zoho CRM calendar to organize our events for our sales team. I was wondering if there is a way to add custom button in the Calendar view on events/meeting
        • Sync desktop folders instantly with WorkDrive TrueSync (Beta)

          Keeping your important files backed up and accessible has never been easier! With WorkDrive desktop app (TrueSync), you can now automatically sync specific desktop folders to WorkDrive Web, ensuring seamless, real-time updates across devices. Important:
        • 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
        • Does Zoho Sheet Supports https://n8n.io ?

          Does Zoho Sheet Supports https://n8n.io ? If not, can we take this as an idea and deploy in future please? Thanks
        • 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.
        • Next Page