diff --git a/.github/workflows/update_chart_dependencies.yaml b/.github/workflows/update_chart_dependencies.yaml
index e08df5f83..4e91fbe82 100644
--- a/.github/workflows/update_chart_dependencies.yaml
+++ b/.github/workflows/update_chart_dependencies.yaml
@@ -47,6 +47,11 @@ jobs:
 
           make update-chart-dep CHART_PATH=${{ matrix.yaml_file_path }} SUBCHART_NAME='${{ matrix.dependency_name }}' DEBUG_MODE=$DEBUG_MODE
 
+      - name: Install Skopeo
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y skopeo
+
       - name: Open PR for Version Update
         id: open_pr
         if: ${{ steps.check_for_update.outputs.NEED_UPDATE == 1 }}
diff --git a/ci_scripts/install-tools.sh b/ci_scripts/install-tools.sh
index 0b6cbd07b..5bd0c07b1 100755
--- a/ci_scripts/install-tools.sh
+++ b/ci_scripts/install-tools.sh
@@ -98,7 +98,7 @@ install_helm_plugin() {
 }
 
 # install brew-based tools
-for tool in kubectl helm chart-testing pre-commit go; do
+for tool in chart-testing go helm kubectl pre-commit skopeo; do
   install "$tool" brew
 done
 
diff --git a/ci_scripts/update-images-operator-otel.sh b/ci_scripts/update-images-operator-otel.sh
index 00cc08afc..4d36154d1 100755
--- a/ci_scripts/update-images-operator-otel.sh
+++ b/ci_scripts/update-images-operator-otel.sh
@@ -14,9 +14,11 @@ source "$SCRIPT_DIR/base_util.sh"
 
 # ---- Initialize Temporary Files ----
 # Create a temporary file to hold a subsection of the values.yaml file
-setd "TEMP_VALUES_FILE" "$SCRIPT_DIR/temp_values_subsection.yaml"
-# Create a temporary file to store version information
-setd "TEMP_VERSIONS" "$SCRIPT_DIR/versions.txt"
+setd "TEMP_VALUES_FILE" "$SCRIPT_DIR/temp_values_subsection.out"
+# Create a temporary file to store operator main.go code containing docker image repository information
+setd "TEMP_MAIN_FILE" "$SCRIPT_DIR/temp_main.out"
+# Create a temporary file to store docker image version information
+setd "TEMP_VERSIONS" "$SCRIPT_DIR/temp_versions.out"
 
 # ---- Operator Subchart Version Extraction ----
 # Extract the version of the opentelemetry-operator subchart from the main Chart.yaml
@@ -32,6 +34,14 @@ debug "Fetching: $SUBCHART_URL"
 APP_VERSION=$(curl -s "$SUBCHART_URL" | grep 'appVersion:' | awk '{print $2}')
 debug "Operator App Version: $APP_VERSION"
 
+# ---- Fetch Docker Repository Information ----
+# Fetch the code containing information about what instrumentation language uses what docker repository.
+MAIN_URL="https://raw.githubusercontent.com/open-telemetry/opentelemetry-operator/v$APP_VERSION/main.go"
+debug "Fetching: $MAIN_URL"
+curl -s "$MAIN_URL" > "$TEMP_MAIN_FILE"
+debug "Extracted main.go of the operator:"
+debug "$TEMP_MAIN_FILE"
+
 # ---- Fetch Version Mapping ----
 # Fetch the version mappings from versions.txt for the fetched appVersion.
 # This gives us a mapping of image keys to their corresponding version tags.
@@ -51,9 +61,19 @@ while IFS='=' read -r IMAGE_KEY VERSION; do
     if [[ "$IMAGE_KEY" =~ ^autoinstrumentation-.* ]]; then
         # Upstream Operator Values
         setd "INST_LIB_NAME" "${IMAGE_KEY#autoinstrumentation-}"
-        setd "REPOSITORY_UPSTREAM" "ghcr.io/open-telemetry/opentelemetry-operator/autoinstrumentation-${INST_LIB_NAME}"
         setd "TAG_UPSTREAM" "${VERSION}"
 
+        # Find the proper docker repository for the instrumentation library by scraping the main.go file of the operator
+        INST_LIB_REPO=$(grep "auto-instrumentation-${INST_LIB_NAME}-image" "$TEMP_MAIN_FILE" | grep -o 'ghcr.io/[a-zA-Z0-9_-]*/[a-zA-Z0-9_-]*/autoinstrumentation-[a-zA-Z0-9_-]*' | sort | uniq )
+        if [ -n "$INST_LIB_REPO" ]; then
+            # Set the REPOSITORY_UPSTREAM variable
+            setd "REPOSITORY_UPSTREAM" "$INST_LIB_REPO"
+            debug "Set REPOSITORY_UPSTREAM to ${INST_LIB_REPO}"
+        else
+            echo "Failed to find repository for ${INST_LIB_NAME}"
+            exit 1
+        fi
+
         setd "REPOSITORY_LOCAL_PATH" "${INST_LIB_NAME}.repository"
         setd "REPOSITORY_LOCAL" "$(yq eval ".${REPOSITORY_LOCAL_PATH}" "${TEMP_VALUES_FILE}")"
 
@@ -63,9 +83,17 @@ while IFS='=' read -r IMAGE_KEY VERSION; do
           setd "TAG_LOCAL_PATH" "${INST_LIB_NAME}.tag"
           setd "TAG_LOCAL" "$(yq eval ".${TAG_LOCAL_PATH}" "${TEMP_VALUES_FILE}")"
           if [[ -z "${TAG_LOCAL}" || "${TAG_LOCAL}" == "null" || "${TAG_LOCAL}" != "$TAG_UPSTREAM" ]]; then
-            debug "Upserting value for ${REPOSITORY_LOCAL}:${TAG_LOCAL}"
-            yq eval -i ".${TAG_LOCAL_PATH} = \"${TAG_UPSTREAM}\"" "${TEMP_VALUES_FILE}"
-            setd "NEED_UPDATE" 1
+            IMAGE="${REPOSITORY_UPSTREAM}:${TAG_UPSTREAM}"
+            # Skopeo validates the existence of the Docker images no matter the current host architecture used
+            if skopeo inspect --retry-times 3 --raw "docker://$IMAGE" &>/dev/null; then
+                echo "Image $IMAGE exists."
+                echo "Upserting value for ${REPOSITORY_LOCAL}:${TAG_UPSTREAM}"
+                yq eval -i ".${TAG_LOCAL_PATH} = \"${TAG_UPSTREAM}\"" "${TEMP_VALUES_FILE}"
+                setd "NEED_UPDATE" 1
+            else
+                echo "Failed to find Docker image $IMAGE. Check image repository and tag."
+                exit 1
+            fi
           else
             debug "Retaining existing value for ${REPOSITORY_LOCAL}:${TAG_LOCAL}"
           fi
@@ -91,8 +119,7 @@ awk '
 # Replace the original values.yaml with the updated version
 mv "${VALUES_FILE_PATH}.updated" "$VALUES_FILE_PATH"
 # Cleanup temporary files
-rm "$TEMP_VALUES_FILE"
-rm "$TEMP_VERSIONS"
+rm "$TEMP_MAIN_FILE" "$TEMP_VERSIONS" "$TEMP_VALUES_FILE"
 
 echo "Image update process completed successfully!"
 exit 0
diff --git a/examples/enable-operator-and-auto-instrumentation/rendered_manifests/operator/instrumentation.yaml b/examples/enable-operator-and-auto-instrumentation/rendered_manifests/operator/instrumentation.yaml
index 0b51fbfa8..733477552 100644
--- a/examples/enable-operator-and-auto-instrumentation/rendered_manifests/operator/instrumentation.yaml
+++ b/examples/enable-operator-and-auto-instrumentation/rendered_manifests/operator/instrumentation.yaml
@@ -62,10 +62,10 @@ spec:
       - name: OTEL_RESOURCE_ATTRIBUTES
         value: splunk.zc.method=splunk-otel-java:v1.31.0
   nginx:
-    image: ghcr.io/open-telemetry/opentelemetry-operator/autoinstrumentation-nginx:1.0.4
+    image: ghcr.io/open-telemetry/opentelemetry-operator/autoinstrumentation-apache-httpd:1.0.4
     env:
       - name: OTEL_RESOURCE_ATTRIBUTES
-        value: splunk.zc.method=autoinstrumentation-nginx:1.0.4
+        value: splunk.zc.method=autoinstrumentation-apache-httpd:1.0.4
   nodejs:
     image: ghcr.io/signalfx/splunk-otel-js/splunk-otel-js:v2.7.1
     env:
diff --git a/helm-charts/splunk-otel-collector/values.yaml b/helm-charts/splunk-otel-collector/values.yaml
index 03e517d43..3b1f729ab 100644
--- a/helm-charts/splunk-otel-collector/values.yaml
+++ b/helm-charts/splunk-otel-collector/values.yaml
@@ -1216,7 +1216,7 @@ operator:
         repository: ghcr.io/open-telemetry/opentelemetry-operator/autoinstrumentation-python
         tag: 0.44b0
       nginx:
-        repository: ghcr.io/open-telemetry/opentelemetry-operator/autoinstrumentation-nginx
+        repository: ghcr.io/open-telemetry/opentelemetry-operator/autoinstrumentation-apache-httpd
         tag: 1.0.4
       # Auto-instrumentation Libraries (End)
   admissionWebhooks: