diff --git a/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/AppConfigurationExporterIntegrationTest.java b/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/AppConfigurationExporterIntegrationTest.java
index 6c6988726bc2..0ce0fe1b0185 100644
--- a/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/AppConfigurationExporterIntegrationTest.java
+++ b/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/AppConfigurationExporterIntegrationTest.java
@@ -3,6 +3,7 @@
 
 package com.azure.monitor.opentelemetry.autoconfigure;
 
+import com.azure.core.credential.TokenCredential;
 import com.azure.core.http.HttpPipelineCallContext;
 import com.azure.core.http.HttpPipelineNextPolicy;
 import com.azure.core.http.HttpResponse;
@@ -10,6 +11,7 @@
 import com.azure.core.http.policy.HttpLogOptions;
 import com.azure.core.http.policy.HttpPipelinePolicy;
 import com.azure.core.test.annotation.LiveOnly;
+import com.azure.core.util.Configuration;
 import com.azure.core.util.Context;
 import com.azure.core.util.FluxUtil;
 import com.azure.data.appconfiguration.ConfigurationClient;
@@ -37,6 +39,15 @@
 
 @LiveOnly
 public class AppConfigurationExporterIntegrationTest extends MonitorExporterClientTestBase {
+
+    private TokenCredential credential;
+
+    @Override
+    public void beforeTest() {
+        super.beforeTest();
+        credential = TokenCredentialUtil.getTestTokenCredential(interceptorManager);
+    }
+
     @Test
     public void setConfigurationTest() throws InterruptedException {
         CountDownLatch exporterCountDown = new CountDownLatch(1);
@@ -87,8 +98,9 @@ public void testDisableTracing() throws InterruptedException {
         assertTrue(exporterCountDown.await(60, TimeUnit.SECONDS));
     }
 
-    private static ConfigurationClient getConfigurationClient() {
-        return new ConfigurationClientBuilder().connectionString(System.getenv("AZURE_APPCONFIG_CONNECTION_STRING"))
+    private ConfigurationClient getConfigurationClient() {
+        return new ConfigurationClientBuilder().credential(credential)
+            .endpoint(Configuration.getGlobalConfiguration().get("MONITOR_RESOURCE_MANAGER_URL"))
             .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BODY_AND_HEADERS))
             .buildClient();
     }
diff --git a/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/EventHubsExporterIntegrationTest.java b/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/EventHubsExporterIntegrationTest.java
index 45591a00a6ca..717499b0958c 100644
--- a/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/EventHubsExporterIntegrationTest.java
+++ b/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/EventHubsExporterIntegrationTest.java
@@ -3,6 +3,7 @@
 
 package com.azure.monitor.opentelemetry.autoconfigure;
 
+import com.azure.core.credential.TokenCredential;
 import com.azure.core.http.policy.HttpPipelinePolicy;
 import com.azure.core.test.annotation.LiveOnly;
 import com.azure.core.util.FluxUtil;
@@ -37,6 +38,14 @@ public class EventHubsExporterIntegrationTest extends MonitorExporterClientTestB
     private static final String STORAGE_CONNECTION_STRING = System.getenv("STORAGE_CONNECTION_STRING");
     private static final String CONTAINER_NAME = System.getenv("STORAGE_CONTAINER_NAME");
 
+    private TokenCredential credential;
+
+    @Override
+    public void beforeTest() {
+        super.beforeTest();
+        credential = TokenCredentialUtil.getTestTokenCredential(interceptorManager);
+    }
+
     @Test
     public void producerTest() throws InterruptedException {
         CountDownLatch exporterCountDown = new CountDownLatch(2);
@@ -55,8 +64,10 @@ public void producerTest() throws InterruptedException {
             return next.process();
         };
         Tracer tracer = TestUtils.createOpenTelemetrySdk(getHttpPipeline(validationPolicy)).getTracer("Sample");
-        EventHubProducerAsyncClient producer
-            = new EventHubClientBuilder().connectionString(CONNECTION_STRING).buildAsyncProducerClient();
+        EventHubProducerAsyncClient producer = new EventHubClientBuilder().credential(credential)
+            .fullyQualifiedNamespace("namespace")
+            .eventHubName("event-hub")
+            .buildAsyncProducerClient();
         Span span = tracer.spanBuilder(spanName).startSpan();
         Scope scope = span.makeCurrent();
         try {
@@ -68,7 +79,7 @@ public void producerTest() throws InterruptedException {
             span.end();
             scope.close();
         }
-        assertTrue(exporterCountDown.await(5, TimeUnit.SECONDS));
+        assertTrue(exporterCountDown.await(60, TimeUnit.SECONDS));
     }
 
     @Disabled("Processor integration tests require separate consumer group to not have partition contention in CI - https://github.com/Azure/azure-sdk-for-java/issues/23567")
diff --git a/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/TokenCredentialUtil.java b/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/TokenCredentialUtil.java
new file mode 100644
index 000000000000..66b6c391c390
--- /dev/null
+++ b/sdk/monitor/azure-monitor-opentelemetry-autoconfigure/src/test/java/com/azure/monitor/opentelemetry/autoconfigure/TokenCredentialUtil.java
@@ -0,0 +1,29 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.monitor.opentelemetry.autoconfigure;
+
+import com.azure.core.credential.TokenCredential;
+import com.azure.core.test.InterceptorManager;
+import com.azure.core.test.utils.MockTokenCredential;
+import com.azure.identity.AzurePowerShellCredentialBuilder;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+
+class TokenCredentialUtil {
+
+    /**
+     * Gets a token credential for use in tests.
+     * @param interceptorManager the interceptor manager
+     * @return the TokenCredential
+     */
+    static TokenCredential getTestTokenCredential(InterceptorManager interceptorManager) {
+        if (interceptorManager.isLiveMode()) {
+            return new AzurePowerShellCredentialBuilder().build();
+        } else if (interceptorManager.isRecordMode()) {
+            return new DefaultAzureCredentialBuilder().build();
+        } else {
+            return new MockTokenCredential();
+        }
+    }
+
+}