diff --git a/moveit_core/collision_detection/include/moveit/collision_detection/world.h b/moveit_core/collision_detection/include/moveit/collision_detection/world.h
index 92799537c55..d610d4b43cc 100644
--- a/moveit_core/collision_detection/include/moveit/collision_detection/world.h
+++ b/moveit_core/collision_detection/include/moveit/collision_detection/world.h
@@ -217,6 +217,9 @@ class World
   bool moveShapeInObject(const std::string& object_id, const shapes::ShapeConstPtr& shape,
                          const Eigen::Isometry3d& shape_pose);
 
+  /** \brief Update the pose of all shapes in an object. Shape size is verified. Returns true on success. */
+  bool moveShapesInObject(const std::string& object_id, const EigenSTL::vector_Isometry3d& shape_poses);
+
   /** \brief Move the object pose (thus moving all shapes and subframes in the object)
    * according to the given transform specified in world frame.
    * The transform is relative to and changes the object pose. It does not replace it.
diff --git a/moveit_core/collision_detection/src/world.cpp b/moveit_core/collision_detection/src/world.cpp
index eae07cf01cc..ce7c6006fc6 100644
--- a/moveit_core/collision_detection/src/world.cpp
+++ b/moveit_core/collision_detection/src/world.cpp
@@ -259,6 +259,26 @@ bool World::moveShapeInObject(const std::string& object_id, const shapes::ShapeC
   return false;
 }
 
+bool World::moveShapesInObject(const std::string& object_id, const EigenSTL::vector_Isometry3d& shape_poses)
+{
+  auto it = objects_.find(object_id);
+  if (it != objects_.end())
+  {
+    if (shape_poses.size() == it->second->shapes_.size())
+    {
+      for (std::size_t i = 0; i < shape_poses.size(); ++i)
+      {
+        ASSERT_ISOMETRY(shape_poses[i])  // unsanitized input, could contain a non-isometry
+        it->second->shape_poses_[i] = shape_poses[i];
+        it->second->global_shape_poses_[i] = it->second->pose_ * shape_poses[i];
+      }
+      notify(it->second, MOVE_SHAPE);
+      return true;
+    }
+  }
+  return false;
+}
+
 bool World::moveObject(const std::string& object_id, const Eigen::Isometry3d& transform)
 {
   const auto it = objects_.find(object_id);
diff --git a/moveit_core/planning_scene/src/planning_scene.cpp b/moveit_core/planning_scene/src/planning_scene.cpp
index 479f3426ce1..9dbcab0addd 100644
--- a/moveit_core/planning_scene/src/planning_scene.cpp
+++ b/moveit_core/planning_scene/src/planning_scene.cpp
@@ -1857,6 +1857,7 @@ bool PlanningScene::processCollisionObjectMove(const moveit_msgs::msg::Collision
 {
   if (world_->hasObject(object.id))
   {
+    // update object pose
     if (!object.primitives.empty() || !object.meshes.empty() || !object.planes.empty())
     {
       RCLCPP_WARN(getLogger(), "Move operation for object '%s' ignores the geometry specified in the message.",
@@ -1870,6 +1871,45 @@ bool PlanningScene::processCollisionObjectMove(const moveit_msgs::msg::Collision
 
     const Eigen::Isometry3d object_frame_transform = world_to_object_header_transform * header_to_pose_transform;
     world_->setObjectPose(object.id, object_frame_transform);
+
+    // update shape poses
+    if (!object.primitive_poses.empty() || !object.mesh_poses.empty() || !object.plane_poses.empty())
+    {
+      auto world_object = world_->getObject(object.id);  // object exists, checked earlier
+
+      std::size_t shape_size = object.primitive_poses.size() + object.mesh_poses.size() + object.plane_poses.size();
+      if (shape_size != world_object->shape_poses_.size())
+      {
+        ROS_ERROR_NAMED(LOGNAME, "Move operation for object '%s' must have same number of geometry poses. Cannot move.",
+                        object.id.c_str());
+        return false;
+      }
+
+      // order matters -> primitive, mesh and plane
+      EigenSTL::vector_Isometry3d shape_poses;
+      for (const auto& shape_pose : object.primitive_poses)
+      {
+        shape_poses.emplace_back();
+        PlanningScene::poseMsgToEigen(shape_pose, shape_poses.back());
+      }
+      for (const auto& shape_pose : object.mesh_poses)
+      {
+        shape_poses.emplace_back();
+        PlanningScene::poseMsgToEigen(shape_pose, shape_poses.back());
+      }
+      for (const auto& shape_pose : object.plane_poses)
+      {
+        shape_poses.emplace_back();
+        PlanningScene::poseMsgToEigen(shape_pose, shape_poses.back());
+      }
+
+      if (!world_->moveShapesInObject(object.id, shape_poses))
+      {
+        ROS_ERROR_NAMED(LOGNAME, "Move operation for object '%s' internal world error. Cannot move.", object.id.c_str());
+        return false;
+      }
+    }
+
     return true;
   }