diff --git a/releasenotes/notes/add-static-network-support-ec0d8ec538d0a5d8.yaml b/releasenotes/notes/add-static-network-support-ec0d8ec538d0a5d8.yaml
new file mode 100644
index 0000000..06c7f43
--- /dev/null
+++ b/releasenotes/notes/add-static-network-support-ec0d8ec538d0a5d8.yaml
@@ -0,0 +1,8 @@
+---
+features:
+  - |
+    Adds config drive based static network configuration to tinyipa. If ramdisk
+    is booted from a CD drive, and boot ISO image also contains a config drive
+    image, and OpenStack network meta data is found on the config drive then
+    attempt to apply static network configuration to the NICs. Fall back to
+    DHCP configuration if not a single NIC has been configured successfully.
diff --git a/tinyipa/build_files/dhcp.sh b/tinyipa/build_files/dhcp.sh
index 8383f26..eeaefd2 100644
--- a/tinyipa/build_files/dhcp.sh
+++ b/tinyipa/build_files/dhcp.sh
@@ -6,6 +6,10 @@
 # This waits until all devices have registered
 /sbin/udevadm settle --timeout=%UDEV_SETTLE_TIMEOUT%
 
+# First try for static network configuration
+/opt/static_network.sh && exit
+
+# Otherwise fall back to DHCP
 NETDEVICES="$(awk -F: '/eth.:|tr.:/{print $1}' /proc/net/dev 2>/dev/null)"
 echo "$0: Discovered network devices: $NETDEVICES"
 for DEVICE in $NETDEVICES; do
diff --git a/tinyipa/build_files/export_network_data.py b/tinyipa/build_files/export_network_data.py
new file mode 100755
index 0000000..9dbc4a5
--- /dev/null
+++ b/tinyipa/build_files/export_network_data.py
@@ -0,0 +1,185 @@
+#!/usr/bin/env python3
+#
+# Copyright 2019 Red Hat, Inc.
+# All Rights Reserved.
+#
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+
+import collections
+import json
+import sys
+import argparse
+
+
+DESCRIPTION = """\
+This tool turns OpenStack network metadata, supplied in a form of JSON
+document, into a collection of bash arrays.
+
+Each array variable holds values belonging to a specific option (e.g.
+IP address) indexed by entity number (e.g. NIC). This representation
+is thought to be more convenient to use from bash scripts.
+
+The caller of this tool is expected to `eval` its stdout to get bash
+variables into caller's environment.
+
+Example
+-------
+
+This fragment of L2 configuration:
+
+.. code-block:: json
+
+    {
+      "links": [
+        {
+          "id": "interface2",
+          "type": "vif",
+          "ethernet_mac_address": "a0:36:9f:2c:e8:70",
+          "vif_id": "e1c90e9f-eafc-4e2d-8ec9-58b91cebb53d",
+          "mtu": 1500
+        },
+        {
+          "id": "interface0",
+          "type": "phy",
+          "ethernet_mac_address": "a0:36:9f:2c:e8:80",
+          "mtu": 9000
+        }
+    }
+
+Will turn into these bash variables:
+
+.. code-block:: bash
+
+    ND_L2_ID=('interface2' 'interface0')
+    ND_L2_TYPE=('vif' 'phy')
+    ND_L2_ETHERNET_MAC_ADDRESS=('a0:36:9f:2c:e8:70' 'a0:36:9f:2c:e8:80')
+    ND_L2_VIF_ID=('e1c90e9f-eafc-4e2d-8ec9-58b91cebb53d' '')
+    ND_L2_MTU=(1500 9000)
+
+"""
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description=DESCRIPTION, formatter_class=argparse.RawDescriptionHelpFormatter)
+
+    parser.add_argument(
+        '--source',
+        metavar='<network_data.json>',
+        type=str,
+        required=True,
+        help='OpenStack network configuration meta data '
+             '(AKA network_data.json)')
+
+    parsed_args = parser.parse_args()
+
+    with open(parsed_args.source) as fl:
+        network_data = json.load(fl)
+
+    subnets = collections.defaultdict(collections.defaultdict)
+
+    for network in network_data.get('networks', []):
+        # remap IP address variable to facilitate further CLI usage
+        if network.get('type') == 'ipv4':
+            network['ipv4_address'] = network.pop('ip_address', '')
+            network['ipv4_netmask'] = network.pop('netmask', '')
+        elif network.get('type') == 'ipv6':
+            network['ipv6_address'] = network.pop('ip_address', '')
+            network['ipv6_netmask'] = network.pop('netmask', '')
+
+        subnet = subnets[network['link']]
+        subnet.update(network)
+
+    nics = collections.defaultdict(dict)
+
+    for link in network_data.get('links', []):
+
+        nd_dev = link['id']
+        nic = nics[nd_dev]
+
+        nic.update({'ND_L2_%s' % k.upper(): v
+                    for k, v in link.items()})
+
+        nic.update(
+            {'ND_L3_%s' % k.upper(): v
+             for k, v in subnets.get(nd_dev, {}).items()})
+
+    # transpose into positional form
+
+    variables = collections.defaultdict(dict)
+    routes = collections.defaultdict(list)
+    services = collections.defaultdict(dict)
+
+    for index, nic_id in enumerate(nics):
+        nic = nics[nic_id]
+
+        for var, val in nic.items():
+            if isinstance(val, (str, int)):
+                variables[var][index] = val
+
+            # routing table is a special case
+            elif var == 'ND_L3_ROUTES':
+                for route in val:
+                    for field in ('network', 'netmask', 'gateway'):
+                        key = var + '_' + field.upper()
+                        routes[key].append(route.get(field, ''))
+
+                    routes[var + '_ETHERNET_MAC_ADDRESS'].append(nic.get(
+                        'ND_L2_ETHERNET_MAC_ADDRESS', ''))
+
+    sr_count = 0
+
+    for index, service in enumerate(network_data.get('services', [])):
+        for var, val in service.items():
+            if isinstance(val, (str, int)):
+                var = 'ND_SERVICE_' + var.upper()
+                services[var][index] = val
+
+    sr_count = index + 1
+
+    # generate bash arrays of L2/L3 NIC info indexed by NIC number
+
+    nd_count = len(nics)
+
+    for var, values in variables.items():
+        print('%s=(%s)' % (
+            var, ' '.join(repr(values.get(idx, ''))
+                          for idx in range(nd_count))))
+
+    print('ND_NIC_COUNT=%d' % nd_count)
+
+    # generate bash arrays of IPv4/v6 routing info indexed by route number
+
+    rt_count = 0
+
+    for var, values in routes.items():
+        print('%s=(%s)' % (
+            var, ' '.join(repr(v) for v in values)))
+
+        if not rt_count:
+            rt_count = len(values)
+
+    print('ND_L3_ROUTES_COUNT=%d' % rt_count)
+
+    # generate bash arrays of network service info indexed by service number
+
+    for var, values in services.items():
+        print('%s=(%s)' % (
+            var, ' '.join(repr(values.get(idx, ''))
+                          for idx in range(sr_count))))
+
+    print('ND_L3_SERVICES_COUNT=%d' % sr_count)
+
+
+if __name__ == '__main__':
+    sys.exit(main())
diff --git a/tinyipa/build_files/static_network.sh b/tinyipa/build_files/static_network.sh
new file mode 100755
index 0000000..81172ef
--- /dev/null
+++ b/tinyipa/build_files/static_network.sh
@@ -0,0 +1,121 @@
+#!/bin/sh
+#
+# Try to configure NICs and routes from OpenStack metadata
+#
+# Exit with success if at least one NIC has been configured
+#
+
+. /etc/init.d/tc-functions
+
+NETWORK_DATA=openstack/latest/metadata/network_data.json
+
+if [ ! -b /dev/cdrom ]; then
+  echo "CDROM device not present - no static network config"
+  exit 1
+fi
+
+mkdir -p /mnt
+mount -o ro /dev/cdrom /mnt
+if [ "$?" != 0 ]; then
+  echo "CDROM device cannot be mounted - no static network config"
+  exit 1
+fi
+
+if [ ! -f /mnt/config-2.img ]; then
+  echo "Config drive image not present - no static network config"
+  exit 1
+fi
+
+mkdir -p /config-2
+mount -o ro /mnt/config-2.img /config-2
+if [ "$?" != 0 ]; then
+  echo "Config drive cannot be mounted - no static network config"
+  exit 1
+fi
+
+if [ ! -f /config-2/$NETWORK_DATA ]; then
+  echo "No network_data.json found on config drive - no static network config"
+  exit 1
+fi
+
+# If succeeded, this script will print out bash variables
+eval $(/opt/export_network_data.py --source /config-2/$NETWORK_DATA)
+
+eval_rc=$?
+
+umount -f /config-2 /mnt
+
+if [ "$eval_rc" != 0 ]; then
+  echo "Processing network data failed - no static network config"
+  exit 1
+fi
+
+rc=1
+
+declare -A mac_to_dev
+
+while [ $ND_NIC_COUNT -gt 0 ]; do
+
+  ND_NIC_COUNT=$((ND_NIC_COUNT - 1))
+
+  ND_MAC=${ND_L2_ETHERNET_MAC_ADDRESS[$ND_NIC_COUNT]}
+  ND_L2_ID=${ND_L2_IDS[$ND_NIC_COUNT]}
+
+  if [ ! -z "$ND_L2_ID" ]; then
+    ip link show $ND_L2_ID > /dev/null 2>&1
+  fi
+
+  if [ -z "$ND_L2_ID" -o "$?" != 0 ]; then
+    # NIC is not known, look up NIC name by MAC
+    if [ -z "$ND_MAC" ]; then
+      echo "Neither name nor MAC is configured for a L2 device, continuing"
+      continue
+    fi
+
+    ND_L2_ID=$(ip -o link | awk "/.*?BROADCAST.*?LOWER_UP.*?${ND_MAC}.*?/{print \$2}")
+    ND_L2_ID=${ND_L2_ID/:/}
+
+    if [ -z "$ND_L2_ID" ]; then
+      echo "No NIC found by MAC $ND_MAC, continuing"
+      continue
+    fi
+  fi
+
+  mac_to_dev[$ND_MAC] = $ND_L2_ID
+
+  ifconfig $ND_L2_ID \
+      ${ND_L3_IPV4_ADDRESS[$ND_NIC_COUNT]} \
+      netmask ${ND_L3_IPV4_NETMASK[$ND_NIC_COUNT]} \
+      up
+
+  if [ "$?" != 0 ]; then
+    echo "Failed to assign IP address to NIC $ND_L2_ID, continuing"
+    continue
+  fi
+
+  # consider it a success if at least one NIC is brought up
+  rc=0
+
+  echo "Configured $ND_L2_ID IP ${ND_L3_IPV4_ADDRESS[$ND_NIC_COUNT]} netmask ${ND_L3_IPV4_NETMASK[$ND_NIC_COUNT]}"
+
+done
+
+while [ $ND_L3_ROUTES_COUNT -gt 0 ]; do
+  ND_L3_ROUTES_COUNT=$((ND_L3_ROUTES_COUNT - 1))
+
+  route add -net ${ND_L3_ROUTES_NETWORK[ND_L3_ROUTES_COUNT]} \
+      netmask ${ND_L3_ROUTES_NETMASK[ND_L3_ROUTES_COUNT]} \
+      gw ${ND_L3_ROUTES_GATEWAY[ND_L3_ROUTES_COUNT]} \
+      dev ${mac_to_dev[$ND_L2_ID]}
+
+  if [ "$?" != 0 ]; then
+    echo "Failed to set route for network ${ND_L3_ROUTES_NETWORK[ND_L3_ROUTES_COUNT]}, continuing"
+    continue
+  fi
+
+  echo "Set route ${ND_L3_ROUTES_NETWORK[ND_L3_ROUTES_COUNT]}"
+
+done
+
+exit $rc
+
diff --git a/tinyipa/finalise-tinyipa.sh b/tinyipa/finalise-tinyipa.sh
index 953aec9..7f27384 100755
--- a/tinyipa/finalise-tinyipa.sh
+++ b/tinyipa/finalise-tinyipa.sh
@@ -150,6 +150,9 @@ cleanup_tce "$DST_DIR"
 # Copy bootlocal.sh to opt
 sudo cp "$WORKDIR/build_files/bootlocal.sh" "$FINALDIR/opt/."
 
+# Copy static_network.sh to opt
+sudo cp "$WORKDIR/build_files/static_network.sh" "$FINALDIR/opt/."
+
 # Copy udhcpc.script to opt
 sudo cp "$WORKDIR/udhcpc.script" "$FINALDIR/opt/"