diff --git a/orca-web/orca-web.gradle b/orca-web/orca-web.gradle
index f7c1444c95..040eb4403c 100644
--- a/orca-web/orca-web.gradle
+++ b/orca-web/orca-web.gradle
@@ -53,6 +53,7 @@ dependencies {
   compile spinnaker.dependency('korkExceptions')
   compile spinnaker.dependency("korkStackdriver")
   compile spinnaker.dependency("korkWeb")
+  compile spinnaker.dependency("logstashEncoder")
 
   spinnaker.group('test')
   testCompile project(":orca-test")
diff --git a/orca-web/src/main/groovy/com/netflix/spinnaker/orca/controllers/OperationsController.groovy b/orca-web/src/main/groovy/com/netflix/spinnaker/orca/controllers/OperationsController.groovy
index 6fee4ec233..b61bb378dc 100644
--- a/orca-web/src/main/groovy/com/netflix/spinnaker/orca/controllers/OperationsController.groovy
+++ b/orca-web/src/main/groovy/com/netflix/spinnaker/orca/controllers/OperationsController.groovy
@@ -38,6 +38,7 @@ import org.springframework.web.bind.annotation.RequestBody
 import org.springframework.web.bind.annotation.RequestMapping
 import org.springframework.web.bind.annotation.RequestMethod
 import org.springframework.web.bind.annotation.RestController
+import static net.logstash.logback.argument.StructuredArguments.value
 
 @RestController
 @Slf4j
@@ -82,7 +83,7 @@ class OperationsController {
     pipeline.trigger = trigger
 
     def json = objectMapper.writeValueAsString(pipeline)
-    log.info('received pipeline {}:{}', pipeline.id, json)
+    log.info('received pipeline {}:{}', value("pipelineId", pipeline.id), json)
 
     if (pipeline.disabled) {
       throw new InvalidRequestException("Pipeline is disabled and cannot be started.")
@@ -94,7 +95,7 @@ class OperationsController {
     }
 
     if (plan) {
-      log.info('not starting pipeline (plan: true): {}', pipeline.id)
+      log.info('not starting pipeline (plan: true): {}', value("pipelineId", pipeline.id))
       if (pipeline.errors != null) {
         throw new ValidationException("Pipeline template is invalid", pipeline.errors as List<Map<String, Object>>)
       }