Build custom AI solutions with Catalyst’s QuickML capabilities in CRM

Build custom AI solutions with Catalyst’s QuickML capabilities in CRM

Hello everyone,

We’re thrilled to announce an improvement for our Zoho CRM Enterprise users: the ability to create custom AI solutions using Catalyst’s QuickML directly from Zoho CRM.

As you may already know, Zia, Zoho CRM’s AI-powered assistant, offers incredible predictions and recommendations to improve customer relationship management. However, some users have faced challenges in handling advanced requirements or maintaining control over their data for custom AI tasks. To address this, businesses often leveraged Catalyst’s QuickML—a platform enabling custom machine learning models.

Previously, using Quick ML required exporting CRM data into Catalyst, which was time-consuming and cumbersome. Now, by integrating with Catalyst, QuickML capabilities can be accessed directly within your CRM environment.

Why choose custom AI solutions through Catalyst’s QuickML integration?  

Custom AI solutions allow businesses to tailor machine learning capabilities to fit their specific organizational needs, addressing use cases that go beyond the default predictions and insights offered by Zia.

Let’s explore an example to understand its impact better:

In small businesses, sales managers typically use CRM to track customer interactions and close deals. In contrast, larger organizations like Zylker Health often have dedicated data science teams that need advanced tools to analyze CRM data and forecast key outcomes. For example, using patient data, they can customize QuickML to predict health trends for the coming year, enabling proactive outreach to patients requiring intensive care and helping prevent critical health issues.
By integrating Catalyst’s QuickML with CRM, organizations can:
  • Gain complete control over their data for cleansing, processing, and algorithm optimization.
  • Build end-to-end no-code machine learning pipelines directly within CRM, saving time and streamlining processes.
  • Tailor AI models to fit complex use cases specific to their organization.

QuickML: A no-code ML pipeline builder  

QuickML empowers users to create test efficiently, and deploy custom machine learning models. It allows users to perform the following tasks seamlessly:
  • Fetch datasets via data connectors.
  • Conduct data pre-processing with intuitive operations.
  • Build pipelines for various machine learning tasks using advanced algorithms.

Benefits of Custom AI Solution:

  • Eliminates data transfer challenges: Users no longer need to export CRM data into Catalyst, saving time and effort.
  • Provides data control: Businesses gain complete control over data processing, cleansing, and algorithm optimization.
  • Enables tailored solutions: Users can create AI solutions for specific business requirements seamlessly within the CRM environment.

Notes
It is available for the Enterprise and Ultimate Editions.
It is currently supported only in US, EU, IN data centres. 

That’s all for this announcement! Please share your feedback in the comments below. For more details on the integration, check out our help document 

    • Recent Topics

    • My number is marked as spam

      Hello Zoho Mail Support, My phone number was incorrectly flagged as “spam” during sign-up. This is my personal number, and I have not engaged in any spam activities. Kindly review and verify my account so I can proceed with my email setup. Thanks.
    • Personnalisation des paramètres dans Zoho Mail

      Pourquoi cela compte-t-il ? La personnalisation des paramètres dans Zoho Mail permet aux administrateurs de configurer l’environnement de messagerie en fonction des besoins spécifiques de leur organisation. Que ce soit pour alléger l’interface pour certaines
    • How To Save Data Into Zoho CRM Sandbox

      Hi Community, I want to save data into my zoho sandbox , for this I am using this api endpoint - https://www.zohoapis.com/crm/v8/Patients but I am getting this error - { "success": false, "message": "Zoho API request failed", "error": { "code": "INVALID_MODULE",
    • Automate pushing Zoho CRM backups into Zoho WorkDrive

      Through our Zoho One subscription we have both Zoho CRM and Zoho WorkDrive. We have regular backups setup in Zoho CRM. Once the backup is created, we are notified. Since we want to keep these backups for more than 7 days, we manually download them. They
    • Question about retrieving unsubscribed contacts (outside of lists) via API

      Hello, I am currently using Zoho Marketing Automation and would like to integrate it with our company’s core system. For this purpose, I am exploring the API options available to retrieve contact information. Specifically, I would like to know if there
    • Getting “mandatory field missing: Service_Line_Items” When Creating Work Order via Zoho Flow Deluge

      Hi Team, I’m trying to create a Work Order in Zoho FSM with only a Service Line Item (no Parts). However, I keep getting this error: Work Order Response: {"code":"MANDATORY_NOT_FOUND","details":{"api_name":"Service_Line_Items"},"message":"required field
    • How to customize the colors of the Client Portal login screen and add the company logo?

      As title, how to customize the colors of the Client Portal login screen and add the company logo?
    • Daily updates/fixes and how to see what was changed?

      When I receive the notification that zoho was updated and I need to refresh it. How can I see what was changed or fixed? Sometimes they change things that effect my books and I need to know what they did. For example over this past weekend something was
    • Upcoming Change: Snowflake Username/Password Authentication Deprecation – Action Required

      Hello Users, Snowflake has officially announced that username and password-based authentication will be deprecated by November 2025. You can find the official announcement [here]. If you're using a Snowflake connection in Zoho Analytics to import data,
    • Why should I choose Zoho Inventory vs Odoo?

      Hello there! I have used Zoho in different companies I've worked in, and I have a positive perception of it. I am starting a new import business for pipes, tubes, fittings, valves, elbows, etc., which all have serial numbers, cast numbers, etc., so I
    • Product Updates in Zoho Workplace applications | July 2025

      Hello Workplace Community, Let’s take a look at the new features and enhancements that went live across all Workplace applications this July. Zoho Mail Import bookmarks from Pocket Worried about losing your Pocket bookmarks? Don't worry we have got you.
    • PLEASE FIX YOR BUGS

      PICTURES ARE BEING REJECTED DESPITE THEM FOLLOWING THE GUIDELINES ON DIMENTIONS.
    • Kaizen# 204 - Answering Your Questions | Perform Field Updates before Blueprint transition via Client Script

      Hello everyone! Welcome back to another exciting Kaizen post. One of the questions we received through your Kaizen feedback was: “How can I update fields before Blueprint transition and how to prevent a transition based on a condition using Client Script?”
    • Create online meetings for Booking Pages with Zoho Meetings and Zoom

      Greetings, We hope you're all doing well. We're excited to share some recent enhancements to Bigin's Booking Pages. As you know, Booking Pages let you create public pages to share your availability so that your customers can easily book time slots with
    • Filters in audit logs

      Greetings, I hope all of you are doing well. We're happy to announce a few recent enhancements we've made to Bigin. We'll go over each one in detail. Previously, there were no filters available to narrow down data in audit logs. Now, we've introduced
    • Enhanced help options in Bigin

      Greetings, We're excited to introduce a new enhancement to Bigin's Help section: a comprehensive Help Options panel that brings together all your support resources in a single, well-organized space. Previously, the Need Help? menu provided only a limited
    • Zoho FSM API Developer Needed

      Hi, I’m looking for a developer with experience using Zoho FSM APIs. Scope: Connect WordPress website booking form to Zoho FSM Check availability (date, time, region) Create Work Orders + Service Appointments automatically Notify both customer and scheduler
    • Revenue Management: #4 What if there are uncertainties in project or service delivery?

      Our previous post taught us how Zoho Billing makes life easy for businesses with its automated revenue recognition rule. However, certain businesses have more challenges that an automated system cannot handle, and there are certain situations where automated
    • This mobile number has been marked spam. Please contact support-as@zohocorp.com

      Bom dia, estou tentando colocar o número 11 94287-6695 e esta com erro "This mobile number has been marked spam. Please contact support-as@zohocorp.com" pode me ajudar, por favor?
    • Items Serial Tracking Issue

      We enabled Zoho Items inventory tracking then disabled it after some time now we want to enable it again When I check the missing serial number reports I see one item But I cant see any option to Add the serial numbers Where and how to add the serial
    • 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
    • Zoho Payroll integration with Zoho Books - unable to match multiple bank feeds to one wage payment

      For one employee's wage, I make two partial payments. Those bank feed transactions come into Zoho Books via bank integration. I make one pay-run for the month in Zoho Payroll and that comes into Zoho Books via the Zoho integration. Zoho Books doesn't let me match multiple bank feed transactions against a single wage item. Please fix urgently. I can't complete my books because of this.
    • Add Checkbox Selection & Bulk Actions to Delivery Challans Module

      Hi Zoho Team, I’ve noticed that in the Sales Orders module, there are checkboxes beside each entry that allow users to select multiple records for bulk actions such as print, email, or delete. However, in the Delivery Challans module, this option appears
    • Can't be able to check-in in laptop

      even after giving location access still i can't be able to check-in in laptop.
    • Compensation Cess on Coal ₹400 per tonne. ?????

      The compensation cess rate varies by the type of product. And the cess is calculated based on the value of the product without GST. Coal, for example, comes with a cess of ₹400 per tonne. That means that if you sell 2 tonnes of coal that have a value
    • 7 month over zoho book purchase but still not immpliments Golive

      7 month over zoho book purchase but still not immpliments Golive one problems zoho team short out then other problems come still very poor mangments and immliments team . struggling with the templates in ZOHO Books. Especially with the placement of some
    • Average Costing / Weighted Average Costing

      Hello fellow maadirs. I understand Zoho Books uses FIFO method of dealing with inventory costing, but do you guys have any plans to introduce average costing? We indians need average costing. It's part of our culture. Please. I beg thee. Thanks.
    • SMS to customers from within Bigin

      Hi All, Is there anyone else crying out for Bigin SMS capability to send an SMS to customers directly from the Bigin interface? We have inbuilt telephony already with call recordings which works well. What's lacking is the ability to send and receive
    • How to update/remove file in zoho creator widgets using javascript API

      Hi Team, I have developed a widget which allows inserting and updating records I have file upload field with multiple file upload. Now while doing insert form record, I am using uploadFile API to upload files for that record. I am using updateRecord API
    • Parent & Member Accounts (batch updating / inheritance)

      Hello, I find the Parent Account functionality very useful for creating custom views and reports, but was wondering if I can also carry out batch editing on all members (aka children) of a Parent Account at the same time. Alternatively, can I set members to automatically inherit the values of the parent? For example: We have a chain of supermarkets that buy our products. These supermarkets are all members of a Parent Account in our CRM. We release a new product and all of the member stores wish to
    • Edit Legend of Chart

      I would like to edit the legend of the chart. Every time I enable the legend, I get a very unhelpful (1), and when I try to type to change to what I would desire, nothing happens, which is very frustrating. I've gone through your online tutorials and nowhere can I find a legend settings button. This seems a simple fix, where can edit the legend? Thanks.
    • Extended timeouts for APIs beyond 40secs for to accomodate LLMs

      A 40 second max response time for API calls is fine when connecting to most services, however is unsuitable when dealing with LLMs (ChatGPT/Claude/Gemini) where the response timing is very uncertain. Is there any way to increase this? It would be great
    • Deletion of Zoho Account

      To whom it may concern, Good day, My account has been created incorrectly in Zoho and I am not able to join my Company's Zoho account - attached screenshot for your kind reference Alphatronmarine - Portal Kindly advise procedure to delete this current
    • Workflow for deposit to bank account

      Hello, Is it possible to make a workflow when a deposit is made to your bank account which is coupled to Zoho books? I want Zoho to sent an email each time a deposit is made to our bank account via a workflow. Regards, Steven
    • Marking Retainer invoice paid through Deluge

      Hey Everyone, We have a scenario where we are collecting deposit payments on our website. Now, in zoho books, we need to create a retainer invoice and mark it as paid automatically using deluge just like we can mark normal invoices as paid. I have tried
    • Create a new record in custom module vi custom button

      I have zoho books premium plan . I have 2 custom modules in zoho books. 1. Goods Receipt 2. Delivery Order, I need to select multiple records from Goods Receipt and create a new Delivery order from these multiple records. (like multilple sales order into
    • 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, requiring
    • Delivery Method Field in Sales Order Module

      In Books and in Sales orders, the "Delivery Method" field seems to allow for anything to be entered and it seems to store those entries for future use.  When you chose to convert a sales order to a purchase order, the related field is now called "Shipment
    • Editing / Removing stages for pipeline

      Hello, I'm trying to create a new pipeline. I created a new stage and made an error when entering the probability. How can I edit fields in stages that I created? Can I delete these stages from "Add Stages" list?
    • Dynamically Filter User Lookup in CRM Subform

      We have a subform called Pricing Calculator in the Zoho CRM Opportunity module and need some assistance. Current Setup: First column: Picklist (Level) Second column: User Lookup field When a Level is selected, we want the User lookup to display only users
    • Next Page