diff --git a/optaplanner-quarkus-integration/optaplanner-quarkus/runtime/src/main/java/org/optaplanner/quarkus/runtime/graal/OptaPlannerFeature.java b/optaplanner-quarkus-integration/optaplanner-quarkus/runtime/src/main/java/org/optaplanner/quarkus/runtime/graal/OptaPlannerFeature.java
new file mode 100644
index 00000000000..72d566a9809
--- /dev/null
+++ b/optaplanner-quarkus-integration/optaplanner-quarkus/runtime/src/main/java/org/optaplanner/quarkus/runtime/graal/OptaPlannerFeature.java
@@ -0,0 +1,17 @@
+package org.optaplanner.quarkus.runtime.graal;
+
+import org.graalvm.nativeimage.ImageSingletons;
+import org.graalvm.nativeimage.hosted.Feature;
+import org.graalvm.nativeimage.impl.RuntimeClassInitializationSupport;
+
+import com.oracle.svm.core.annotate.AutomaticFeature;
+
+@AutomaticFeature
+public class OptaPlannerFeature implements Feature {
+    @Override
+    public void afterRegistration(AfterRegistrationAccess access) {
+        final RuntimeClassInitializationSupport runtimeInit = ImageSingletons.lookup(RuntimeClassInitializationSupport.class);
+        final String reason = "Quarkus run time init for OptaPlanner";
+        runtimeInit.initializeAtRunTime("org.drools.compiler.kproject.models.KieModuleMarshaller", reason);
+    }
+}