diff --git a/diskimage_builder/elements/dhcp-all-interfaces/README.rst b/diskimage_builder/elements/dhcp-all-interfaces/README.rst
index 4c6c7353..a11a4cb3 100644
--- a/diskimage_builder/elements/dhcp-all-interfaces/README.rst
+++ b/diskimage_builder/elements/dhcp-all-interfaces/README.rst
@@ -28,3 +28,14 @@ DIB_DHCP_TIMEOUT
    will wait to get an address. Should be increased in networks such as
    Infiniband.
   :Example: DIB_DHCP_TIMEOUT=300
+
+DIB_DHCP_NETWORK_MANAGER_AUTO
+  :Required: No
+  :Default: false
+  :Description: When NetworkManager is detected, and this is set to true the
+   dhcp-all-interfaces service will not be installed. Only the NetworkManager
+   configuration will be added. NetworkManager is quite capable to do automatic
+   interface configuration. NetworkManager will by default try to
+   auto-configure any interface with no configuration, it will use DHCP for
+   IPv4 and Router Advertisements to decide how to initialize IPv6.
+  :Example: DIB_DHCP_NETWORK_MANAGER_AUTO=true
diff --git a/diskimage_builder/elements/dhcp-all-interfaces/install.d/50-dhcp-all-interfaces b/diskimage_builder/elements/dhcp-all-interfaces/install.d/50-dhcp-all-interfaces
index ee8de0c9..e2fa33ab 100755
--- a/diskimage_builder/elements/dhcp-all-interfaces/install.d/50-dhcp-all-interfaces
+++ b/diskimage_builder/elements/dhcp-all-interfaces/install.d/50-dhcp-all-interfaces
@@ -9,14 +9,6 @@ set -o pipefail
 SCRIPTDIR=$(dirname $0)
 
 if [ -e "/etc/redhat-release" ]; then
-    # TODO(hjensas): Once ndisc6 package is available in EPEL8 drop this,
-    # and add the package back in pkg-map.
-    # See: https://bugzilla.redhat.com/show_bug.cgi?id=1779134
-    if type dnf &>/dev/null; then
-        dnf -v -y install ndisc6 || true
-    else
-        yum -v -y install ndisc6 || true
-    fi
     # NOTE(TheJulia): While the internal client which every networkmanager user
     # should have is internal, dhclient has better behavior which includes
     # shutting down the port between retries which is critical for recovery
@@ -31,6 +23,22 @@ if [ -x "/etc/NetworkManager" ]; then
     install -D -g root -o root -m 0644 ${SCRIPTDIR}/NetworkManager-conf.d-00-main.conf /etc/NetworkManager/conf.d/00-main.conf
     sed -i "s/DIB_DHCP_CLIENT/${DIB_DHCP_CLIENT:-internal}/g" /etc/NetworkManager/conf.d/00-main.conf
     sed -i "s/DIB_DHCP_TIMEOUT/${DIB_DHCP_TIMEOUT:-30}/g" /etc/NetworkManager/conf.d/00-main.conf
+    if [ "${DIB_DHCP_NETWORK_MANAGER_AUTO:-false}" == true ]; then
+        # Use NetworkManager for auto configuration, it will behave just as
+        # good as dhcp-all-interfaces.sh in most cases.
+        exit 0
+    fi
+fi
+
+if [ -e "/etc/redhat-release" ]; then
+    # TODO(hjensas): Once ndisc6 package is available in EPEL8 drop this,
+    # and add the package back in pkg-map.
+    # See: https://bugzilla.redhat.com/show_bug.cgi?id=1779134
+    if type dnf &>/dev/null; then
+        dnf -v -y install ndisc6 || true
+    else
+        yum -v -y install ndisc6 || true
+    fi
 fi
 
 
diff --git a/releasenotes/notes/dhcp-all-interfaces-add-opt-to-let-NetworkManager-handle-it-f7c7f2d033b7f92d.yaml b/releasenotes/notes/dhcp-all-interfaces-add-opt-to-let-NetworkManager-handle-it-f7c7f2d033b7f92d.yaml
new file mode 100644
index 00000000..de203985
--- /dev/null
+++ b/releasenotes/notes/dhcp-all-interfaces-add-opt-to-let-NetworkManager-handle-it-f7c7f2d033b7f92d.yaml
@@ -0,0 +1,15 @@
+---
+features:
+  - |
+    It is now possible to configure the dhcp-all-interfaces element not to
+    install the dhcp-all-interfaces service on systems with NetworkManager.
+
+    NetworkManager is quite capable to do automatic interface configuration.
+    NetworkManager will by default try to auto-configure any interface with
+    no configuration, it will use DHCP for IPv4 and Router Advertisements to
+    decide how to initialize IPv6.
+
+    The new environment variable ``DIB_DHCP_NETWORK_MANAGER_AUTO`` (defauls to:
+    ``false``) has been added, when set to ``true`` only the configuration for
+    NetworkManager is written.
+