diff --git a/service/pom.xml b/service/pom.xml
index 0dfbeaa5a..233429282 100644
--- a/service/pom.xml
+++ b/service/pom.xml
@@ -222,6 +222,10 @@
       <groupId>io.micrometer</groupId>
       <artifactId>micrometer-registry-wavefront</artifactId>
     </dependency>
+    <dependency>
+      <groupId>io.micrometer</groupId>
+      <artifactId>micrometer-registry-datadog</artifactId>
+    </dependency>
 
     <dependency>
       <groupId>com.fasterxml.jackson.core</groupId>
diff --git a/service/src/main/java/org/whispersystems/textsecuregcm/WhisperServerConfiguration.java b/service/src/main/java/org/whispersystems/textsecuregcm/WhisperServerConfiguration.java
index 428838940..640004e7a 100644
--- a/service/src/main/java/org/whispersystems/textsecuregcm/WhisperServerConfiguration.java
+++ b/service/src/main/java/org/whispersystems/textsecuregcm/WhisperServerConfiguration.java
@@ -21,6 +21,7 @@ import org.whispersystems.textsecuregcm.configuration.AppConfigConfiguration;
 import org.whispersystems.textsecuregcm.configuration.AwsAttachmentsConfiguration;
 import org.whispersystems.textsecuregcm.configuration.CdnConfiguration;
 import org.whispersystems.textsecuregcm.configuration.DatabaseConfiguration;
+import org.whispersystems.textsecuregcm.configuration.DatadogConfiguration;
 import org.whispersystems.textsecuregcm.configuration.DirectoryConfiguration;
 import org.whispersystems.textsecuregcm.configuration.DonationConfiguration;
 import org.whispersystems.textsecuregcm.configuration.DynamoDbConfiguration;
@@ -29,7 +30,7 @@ import org.whispersystems.textsecuregcm.configuration.GcpAttachmentsConfiguratio
 import org.whispersystems.textsecuregcm.configuration.MaxDeviceConfiguration;
 import org.whispersystems.textsecuregcm.configuration.MessageCacheConfiguration;
 import org.whispersystems.textsecuregcm.configuration.MessageDynamoDbConfiguration;
-import org.whispersystems.textsecuregcm.configuration.MicrometerConfiguration;
+import org.whispersystems.textsecuregcm.configuration.WavefrontConfiguration;
 import org.whispersystems.textsecuregcm.configuration.PaymentsServiceConfiguration;
 import org.whispersystems.textsecuregcm.configuration.PushConfiguration;
 import org.whispersystems.textsecuregcm.configuration.RateLimitsConfiguration;
@@ -79,7 +80,12 @@ public class WhisperServerConfiguration extends Configuration {
   @NotNull
   @Valid
   @JsonProperty
-  private MicrometerConfiguration micrometer;
+  private WavefrontConfiguration wavefront;
+
+  @NotNull
+  @Valid
+  @JsonProperty
+  private DatadogConfiguration datadog;
 
   @NotNull
   @Valid
@@ -393,8 +399,12 @@ public class WhisperServerConfiguration extends Configuration {
     return cdn;
   }
 
-  public MicrometerConfiguration getMicrometerConfiguration() {
-    return micrometer;
+  public WavefrontConfiguration getWavefrontConfiguration() {
+    return wavefront;
+  }
+
+  public DatadogConfiguration getDatadogConfiguration() {
+    return datadog;
   }
 
   public UnidentifiedDeliveryConfiguration getDeliveryCertificate() {
diff --git a/service/src/main/java/org/whispersystems/textsecuregcm/WhisperServerService.java b/service/src/main/java/org/whispersystems/textsecuregcm/WhisperServerService.java
index 6ce0718e0..4d47e029f 100644
--- a/service/src/main/java/org/whispersystems/textsecuregcm/WhisperServerService.java
+++ b/service/src/main/java/org/whispersystems/textsecuregcm/WhisperServerService.java
@@ -40,7 +40,10 @@ import io.dropwizard.setup.Environment;
 import io.lettuce.core.resource.ClientResources;
 import io.micrometer.core.instrument.Clock;
 import io.micrometer.core.instrument.Metrics;
+import io.micrometer.core.instrument.config.MeterFilter;
 import io.micrometer.core.instrument.distribution.DistributionStatisticConfig;
+import io.micrometer.datadog.DatadogConfig;
+import io.micrometer.datadog.DatadogMeterRegistry;
 import io.micrometer.wavefront.WavefrontConfig;
 import io.micrometer.wavefront.WavefrontMeterRegistry;
 import java.net.http.HttpClient;
@@ -251,12 +254,12 @@ public class WhisperServerService extends Application<WhisperServerConfiguration
 
       @Override
       public String uri() {
-        return config.getMicrometerConfiguration().getUri();
+        return config.getWavefrontConfiguration().getUri();
       }
 
       @Override
       public int batchSize() {
-        return config.getMicrometerConfiguration().getBatchSize();
+        return config.getWavefrontConfiguration().getBatchSize();
       }
     };
 
@@ -270,6 +273,22 @@ public class WhisperServerService extends Application<WhisperServerConfiguration
       }
     });
 
+    {
+      final DatadogMeterRegistry datadogMeterRegistry = new DatadogMeterRegistry(new DatadogConfig() {
+        @Override
+        public String get(final String key) {
+          return null;
+        }
+
+        @Override
+        public String apiKey() {
+          return config.getDatadogConfiguration().getApiKey();
+        }
+      }, Clock.SYSTEM);
+
+      Metrics.addRegistry(datadogMeterRegistry);
+    }
+
     environment.getObjectMapper().configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);
     environment.getObjectMapper().setVisibility(PropertyAccessor.ALL, JsonAutoDetect.Visibility.NONE);
     environment.getObjectMapper().setVisibility(PropertyAccessor.FIELD, JsonAutoDetect.Visibility.ANY);
diff --git a/service/src/main/java/org/whispersystems/textsecuregcm/configuration/DatadogConfiguration.java b/service/src/main/java/org/whispersystems/textsecuregcm/configuration/DatadogConfiguration.java
new file mode 100644
index 000000000..e195682d0
--- /dev/null
+++ b/service/src/main/java/org/whispersystems/textsecuregcm/configuration/DatadogConfiguration.java
@@ -0,0 +1,20 @@
+/*
+ * Copyright 2013-2021 Signal Messenger, LLC
+ * SPDX-License-Identifier: AGPL-3.0-only
+ */
+
+package org.whispersystems.textsecuregcm.configuration;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import javax.validation.constraints.NotBlank;
+
+public class DatadogConfiguration {
+
+  @JsonProperty
+  @NotBlank
+  private String apiKey;
+
+  public String getApiKey() {
+    return apiKey;
+  }
+}
diff --git a/service/src/main/java/org/whispersystems/textsecuregcm/configuration/MicrometerConfiguration.java b/service/src/main/java/org/whispersystems/textsecuregcm/configuration/WavefrontConfiguration.java
similarity index 92%
rename from service/src/main/java/org/whispersystems/textsecuregcm/configuration/MicrometerConfiguration.java
rename to service/src/main/java/org/whispersystems/textsecuregcm/configuration/WavefrontConfiguration.java
index f9d9fd3d4..1c32d9f74 100644
--- a/service/src/main/java/org/whispersystems/textsecuregcm/configuration/MicrometerConfiguration.java
+++ b/service/src/main/java/org/whispersystems/textsecuregcm/configuration/WavefrontConfiguration.java
@@ -9,7 +9,7 @@ import com.fasterxml.jackson.annotation.JsonProperty;
 
 import javax.validation.constraints.Positive;
 
-public class MicrometerConfiguration {
+public class WavefrontConfiguration {
 
     @JsonProperty
     private String uri;