diff --git a/examples/instrumentation-quickstart/.dockerignore b/examples/instrumentation-quickstart/.dockerignore
index 9ff65eee..6dc30f26 100644
--- a/examples/instrumentation-quickstart/.dockerignore
+++ b/examples/instrumentation-quickstart/.dockerignore
@@ -24,3 +24,4 @@ bin/
 Dockerfile
 docker-compose*.yaml
 otel-collector-config.yaml
+cloudbuild-integration.yaml
diff --git a/examples/instrumentation-quickstart/build.gradle b/examples/instrumentation-quickstart/build.gradle
index 1b76320b..a9b894c9 100644
--- a/examples/instrumentation-quickstart/build.gradle
+++ b/examples/instrumentation-quickstart/build.gradle
@@ -52,4 +52,10 @@ tasks.register("integrationTest", Test) {
     useJUnitPlatform {
 		includeTags 'integrationTest'
     }
+
+	// Passing -DcomposeOverrideFile=foo.yaml will merge docker-compose.yaml with foo.yaml.
+	// This is used to set overrides for Cloud Build.
+	if (System.getProperty('composeOverrideFile')) {
+		systemProperty 'composeOverrideFile', System.getProperty('composeOverrideFile')
+	}
 }
diff --git a/examples/instrumentation-quickstart/cloudbuild-integration.yaml b/examples/instrumentation-quickstart/cloudbuild-integration.yaml
new file mode 100644
index 00000000..967fb6f4
--- /dev/null
+++ b/examples/instrumentation-quickstart/cloudbuild-integration.yaml
@@ -0,0 +1,21 @@
+# Copyright 2023 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+steps:
+  - name: eclipse-temurin:17-jdk-alpine
+    id: integration-test
+    dir: examples/instrumentation-quickstart
+    script: ./gradlew integrationTest -i -DcomposeOverrideFile=docker-compose.test.yaml
+
+logsBucket: gs://opentelemetry-ops-e2e-cloud-build-logs
diff --git a/examples/instrumentation-quickstart/docker-compose.test.yaml b/examples/instrumentation-quickstart/docker-compose.test.yaml
new file mode 100644
index 00000000..7e87cdf6
--- /dev/null
+++ b/examples/instrumentation-quickstart/docker-compose.test.yaml
@@ -0,0 +1,24 @@
+# Copyright 2023 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# This compose file is only used for integration tests in Cloud Build
+
+version: "3"
+
+networks:
+  # Make containers use default Cloud Build network for ADC
+  # https://cloud.google.com/build/docs/build-config-file-schema#network
+  default:
+    name: cloudbuild
+    external: true
diff --git a/examples/instrumentation-quickstart/docker-compose.yaml b/examples/instrumentation-quickstart/docker-compose.yaml
index f5382e01..8aa73d92 100644
--- a/examples/instrumentation-quickstart/docker-compose.yaml
+++ b/examples/instrumentation-quickstart/docker-compose.yaml
@@ -21,7 +21,7 @@ services:
       - OTEL_EXPORTER_OTLP_ENDPOINT=http://otelcol:4317
       - OTEL_SERVICE_NAME=otel-quickstart-spring-boot
       - OTEL_METRIC_EXPORT_INTERVAL=5000
-      - GOOGLE_CLOUD_PROJECT=${GOOGLE_CLOUD_PROJECT?}
+      - GOOGLE_CLOUD_PROJECT
     volumes:
       - logs:/var/log:rw
     depends_on:
@@ -32,7 +32,7 @@ services:
       - ./otel-collector-config.yaml:/etc/otelcol-contrib/config.yaml:ro
       - logs:/var/log:ro
     environment:
-      - GOOGLE_CLOUD_PROJECT=${GOOGLE_CLOUD_PROJECT?}
+      - GOOGLE_CLOUD_PROJECT
   loadgen:
     image: golang:1.21
     command:
diff --git a/examples/instrumentation-quickstart/src/test/java/com/example/demo/DockerComposeTestsIT.java b/examples/instrumentation-quickstart/src/test/java/com/example/demo/DockerComposeTestsIT.java
index 90de4391..b3a57c90 100644
--- a/examples/instrumentation-quickstart/src/test/java/com/example/demo/DockerComposeTestsIT.java
+++ b/examples/instrumentation-quickstart/src/test/java/com/example/demo/DockerComposeTestsIT.java
@@ -37,11 +37,13 @@
 public class DockerComposeTestsIT {
   @Container
   public static ComposeContainer environment =
-      new ComposeContainer(new File("docker-compose.yaml"), new File("docker-compose.creds.yaml"))
+      new ComposeContainer(
+              new File("docker-compose.yaml"),
+              new File(System.getProperty("composeOverrideFile", "docker-compose.creds.yaml")))
           .withEnv("USERID", System.getenv("USERID"))
-          .withEnv("GOOGLE_CLOUD_PROJECT", getenvNotNull("GOOGLE_CLOUD_PROJECT"))
+          .withEnv("GOOGLE_CLOUD_PROJECT", System.getenv("GOOGLE_CLOUD_PROJECT"))
           .withEnv(
-              "GOOGLE_APPLICATION_CREDENTIALS", getenvNotNull("GOOGLE_APPLICATION_CREDENTIALS"))
+              "GOOGLE_APPLICATION_CREDENTIALS", System.getenv("GOOGLE_APPLICATION_CREDENTIALS"))
           .withExposedService("app", 8080)
           .withExposedService("otelcol", 8888)
           .waitingFor("app", Wait.forHttp("/multi"))
@@ -82,13 +84,4 @@ public void testApp() throws InterruptedException, IOException, URISyntaxExcepti
       assertThat(promText).containsMatch(re);
     }
   }
-
-  private static String getenvNotNull(String key) {
-    String val = System.getenv(key);
-    if (val == null) {
-      throw new IllegalArgumentException(
-          "Environment variable " + key + " is required but was not set");
-    }
-    return val;
-  }
 }