diff --git a/openmetadata-docs/content/v1.2.x/deployment/ingestion/mwaa.md b/openmetadata-docs/content/v1.2.x/deployment/ingestion/mwaa.md
index f965101dcba7..f1f5fcd8e20f 100644
--- a/openmetadata-docs/content/v1.2.x/deployment/ingestion/mwaa.md
+++ b/openmetadata-docs/content/v1.2.x/deployment/ingestion/mwaa.md
@@ -129,11 +129,25 @@ For example, if in the JSON from the Task Definition we see:
 
 We'll need to use the `/ecs/openmetadata` below when configuring the policies.
 
-### 2. Create a Service
+### 2. Task Definition ARN & Networking
 
-In the created cluster, we'll create a service to run the task. We will use:
-- Compute option: `Launch Type` with `FARGATE`
-- Application of type `Service`, where we'll select the Task Definition created above.
+1. From the AWS Console, copy your task definition ARN. It will look something like this `arn:aws:ecs:<region>:<account>:task-definition/<name>:<revision>`.
+2. Get the network details on where the task should execute. We will be using a JSON like:
+
+```json
+{
+  "awsvpcConfiguration": {
+    "subnets": [
+      "subnet-xxxyyyzzz",
+      "subnet-xxxyyyzzz"
+    ],
+    "securityGroups": [
+      "sg-xxxyyyzzz"
+    ],
+    "assignPublicIp": "ENABLED"
+  }
+}
+```
 
 {% note %}
 
@@ -156,9 +170,7 @@ be in the same network environment as MWAA to reach the underlying database.
             "Effect": "Allow",
             "Action": [
                 "ecs:RunTask",
-                "ecs:DescribeTasks",
-                "ecs:ListServices",
-                "ecs:DescribeServices"
+                "ecs:DescribeTasks"
             ],
             "Resource": "*"
         },
@@ -203,30 +215,37 @@ And for the Log Group permissions
 
 Note how you need to replace the `region`, `account-id` and the `log group` names for your Airflow Environment and ECS.
 
-Moreover, we will need the name we gave to the ECS Cluster, as well as the container name of the Service.
+### 4. Prepare the DAG
 
 A DAG created using the ECS Operator will then look like this:
 
 ```python
-from datetime import datetime
-
-import yaml
-from airflow import DAG
-
-from http import client
 from airflow import DAG
 # If using Airflow < 2.5
 # from airflow.providers.amazon.aws.operators.ecs import ECSOperator
 # If using Airflow > 2.5
 from airflow.providers.amazon.aws.operators.ecs import EcsRunTaskOperator
 from airflow.utils.dates import days_ago
-import boto3
 
 
-CLUSTER_NAME="openmetadata-ingestion-cluster"  # Replace value for CLUSTER_NAME with your information.
+CLUSTER_NAME="openmetadata-ingestion"  # Replace value for CLUSTER_NAME with your information.
 CONTAINER_NAME="openmetadata-ingestion"  # Replace value for CONTAINER_NAME with your information.
 LAUNCH_TYPE="FARGATE"
 
+TASK_DEFINITION = "arn:aws:ecs:<region>:<account>:task-definition/<name>:<revision>"
+NETWORK_CONFIG = {
+  "awsvpcConfiguration": {
+    "subnets": [
+      "subnet-xxxyyyzzz",
+      "subnet-xxxyyyzzz"
+    ],
+    "securityGroups": [
+      "sg-xxxyyyzzz"
+    ],
+    "assignPublicIp": "ENABLED"
+  }
+}
+
 config = """
 YAML config
 """
@@ -239,14 +258,11 @@ with DAG(
     start_date=days_ago(1),
     is_paused_upon_creation=True,
 ) as dag:
-    client=boto3.client('ecs')
-    services=client.list_services(cluster=CLUSTER_NAME,launchType=LAUNCH_TYPE)
-    service=client.describe_services(cluster=CLUSTER_NAME,services=services['serviceArns'])
     ecs_operator_task = EcsRunTaskOperator(
         task_id = "ecs_ingestion_task",
         dag=dag,
         cluster=CLUSTER_NAME,
-        task_definition=service['services'][0]['taskDefinition'],
+        task_definition=TASK_DEFINITION,
         launch_type=LAUNCH_TYPE,
         overrides={
             "containerOverrides":[
@@ -267,7 +283,7 @@ with DAG(
             ],
         },
 
-        network_configuration=service['services'][0]['networkConfiguration'],
+        network_configuration=NETWORK_CONFIG,
         awslogs_group="/ecs/ingest",
         awslogs_stream_prefix=f"ecs/{CONTAINER_NAME}",
     )