---
title: "Create an Endpoint"
url: https://docs.catalyst.zoho.com/en/tutorials/crm-deal-prediction/create-endpoint/
description: "Create a powerful ML pipeline that analyzed historic ZOHO CRM data and meaningfully predicts the likeliness of a successful deal using the Catalyst QuickML components."
last_updated: 2026-10-01T07:03:46Z
service: All Services
type: tutorial
related_links:
  - name: "Pipeline Endpoints"
    url: /en/quickml/help/pipeline-endpoints
---

# Create an endpoint

We will now create an endpoint for the above Deal Prediction model to allow external applications to interact with the model seamlessly and get predictions.

1. Navigate to the *Endpoints* component in the left menu and click **Create Endpoint**.

   ![crm-deal-36.webp](https://catalyst-docs-development.zohostratus.in/images/tutorials/crm-deal-prediction/crm-deal-36.webp)

2. Name the endpoint as "**Deal prediction**", select the endpoint type as "**ML Model**", choose the model as **Deal Prediction ML pipeline model**, the ML model that we created in the previous step, and click **Create Endpoint**.

   ![crm-deal-37.webp](https://catalyst-docs-development.zohostratus.in/images/tutorials/crm-deal-prediction/crm-deal-37.webp)

3. On the endpoint's details page, you can test the model by providing a sample request and click **Get Result**. For the below request, the model predicts the stage of the deal as Closed Won.

   ![crm-deal-38.webp](https://catalyst-docs-development.zohostratus.in/images/tutorials/crm-deal-prediction/crm-deal-38.webp)

4. Click **Publish** and use the endpoint URL to integrate the ML model with any other applications.

   ![crm-deal-39.webp](https://catalyst-docs-development.zohostratus.in/images/tutorials/crm-deal-prediction/crm-deal-39.webp)

> **Note:**  You can also check out this document to implement pipeline authentication to ensure secured access to endpoints, the ML models, and datasets.