diff --git a/.github/workflows/datasource-dependabot.yml b/.github/workflows/datasource-dependabot.yml
new file mode 100644
index 0000000000..b61cf6cdde
--- /dev/null
+++ b/.github/workflows/datasource-dependabot.yml
@@ -0,0 +1,56 @@
+name: Splunk TA Update
+
+on:
+  workflow_dispatch:  # Manually trigger the workflow
+  schedule:
+    - cron: '55 06 * * *'  # Runs daily at midnight
+
+jobs:
+  data-source-validation-and-update:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          ref: 'develop'
+          token: ${{ secrets.DATA_SOURCES_DEPENDABOT }}
+      
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+          architecture: 'x64'  # or the version your script requires
+
+      - name: Install Python Dependencies and ContentCTL and Atomic Red Team
+        run: |
+          pip install "contentctl>=4.0.0"
+    
+      - name: Run ContentCTL Data source TA validation
+        id: validate
+        run: |
+          pwd
+          contentctl validate --data-source-TA-validation 2>&1 | tee data_source_validation.log
+        continue-on-error: true 
+      
+      - name: Print Validation Log
+        run: |
+          cat data_source_validation.log
+          rm -f =4.0.0
+
+      - name: Update Data Sources if Validation Fails
+        run: |
+          python .github/workflows/update_data_sources_ta.py
+          git status
+
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@v6
+        with:
+          token: ${{ secrets.DATA_SOURCES_DEPENDABOT }}
+          commit-message: Updated TAs
+          branch: auto-ta-update-${{ github.run_number }}
+          base: develop
+          title: Automated Splunk TA Update ${{ github.run_number }}
+          body: "This PR contains updates to Splunk TAs made by GitHub Actions workflow."
+          paths: |
+            security_content/data_sources/**
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diff --git a/.github/workflows/datasource-ta-check.yml b/.github/workflows/datasource-ta-check.yml
deleted file mode 100644
index 20e50d5841..0000000000
--- a/.github/workflows/datasource-ta-check.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-name: datasource-ta-check
-on:
-  pull_request_target:
-  push:
-    branches:
-      - develop
-
-jobs:
-  datasource-ta-check: 
-    runs-on: ubuntu-latest
-    continue-on-error: true
-    steps:
-      - name: Check out the repository code
-        uses: actions/checkout@v4
-       
-      - uses: actions/setup-python@v5
-        with:
-          python-version: '3.11'
-          architecture: 'x64'
-     
-      - name: Install Python Dependencies and contentctl 
-        run: |
-          pip install contentctl>=4.0.0
-          
-      - name: Run datasource TA check
-        run: |
-          contentctl validate --data-source-TA-validation
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diff --git a/.github/workflows/update_data_sources_ta.py b/.github/workflows/update_data_sources_ta.py
new file mode 100644
index 0000000000..83239de4bc
--- /dev/null
+++ b/.github/workflows/update_data_sources_ta.py
@@ -0,0 +1,62 @@
+import os
+import yaml
+from collections import OrderedDict
+
+# Custom YAML loader to preserve the order of keys
+class OrderedLoader(yaml.SafeLoader):
+    pass
+
+def construct_mapping(loader, node):
+    loader.flatten_mapping(node)
+    return OrderedDict(loader.construct_pairs(node))
+
+OrderedLoader.add_constructor(
+    yaml.resolver.BaseResolver.DEFAULT_MAPPING_TAG,
+    construct_mapping
+)
+
+# Custom YAML dumper to preserve the order of keys
+class OrderedDumper(yaml.SafeDumper):
+    pass
+
+def dict_representer(dumper, data):
+    return dumper.represent_dict(data.items())
+
+OrderedDumper.add_representer(OrderedDict, dict_representer)
+
+# Define the paths
+log_file_path = 'data_source_validation.log'
+data_sources_dir = 'data_sources'
+
+# Read the log file to find version mismatches
+with open(log_file_path, 'r') as log_file:
+    log_lines = log_file.readlines()
+
+# Parse the log file to find the TA name and the latest version
+for i, line in enumerate(log_lines):
+    if 'Version mismatch' in line:
+        ta_name = log_lines[i].split("'")[3].strip()
+        latest_version = log_lines[i + 1].split(':')[1].strip()
+        print(f"Found version mismatch for TA: {ta_name}, updating to version: {latest_version}")
+
+        # Update the YAML files in the data sources directory
+        for filename in os.listdir(data_sources_dir):
+            if filename.endswith('.yml'):
+                file_path = os.path.join(data_sources_dir, filename)
+                with open(file_path, 'r') as yml_file:
+                    data = yaml.load(yml_file, Loader=OrderedLoader)
+
+                # Check if the TA name matches and update the version
+                updated = False
+                for ta in data.get('supported_TA', []):
+                    if ta['name'] == ta_name:
+                        if ta['version'] != latest_version:
+                            ta['version'] = latest_version
+                            updated = True
+
+                # Write the updated data back to the YAML file
+                if updated:
+                    with open(file_path, 'w') as yml_file:
+                        yaml.dump(data, yml_file, Dumper=OrderedDumper)
+
+print("Version updates completed.")
\ No newline at end of file