diff --git a/config_tempest/main.py b/config_tempest/main.py
index eceeeead..c1ac2d3e 100755
--- a/config_tempest/main.py
+++ b/config_tempest/main.py
@@ -37,6 +37,9 @@ obtained by querying the cloud.
 import argparse
 import logging
 import os
+import re
+import secrets
+import string
 import sys
 
 import openstack
@@ -258,6 +261,18 @@ def get_arg_parser():
                                  $ discover-tempest-config \\
                                   identity.username myname \\
                                   identity.password mypass""")
+    parser.add_argument('--password-regex', default=None,
+                        help="""Define the password regex required to
+                                generate a password that meets these
+                                conditions. NOTE: In regular expression use
+                                double curly brackets `{{`instead of single
+                                curly bracket `{` to make the command pass.
+                            """)
+    parser.add_argument('--password-length', default=8,
+                        help="""Specify the password length in combination
+                                with the --password-regex option to generate
+                                a password that meets these conditions.
+                             """)
     parser.add_argument('--debug', action='store_true', default=False,
                         help='Print debugging information.')
     parser.add_argument('--verbose', '-v', action='store_true', default=False,
@@ -451,6 +466,30 @@ def parse_overrides(overrides):
     return new_overrides
 
 
+def generate_password_by_regex(regex, length):
+    """Generate a new password that meets the required regex and length.
+
+    :type regex: string
+    :type length: int
+    """
+    characters = string.ascii_letters + string.digits + string.punctuation
+    regex = regex.replace('{{', '{').replace('}}', '}')
+
+    try:
+        regex_object = re.compile(regex)
+    except re.error:
+        raise Exception("The provided regex %s is invalid." % regex)
+
+    for _ in range(200):
+        password = ''.join(secrets.choice(characters) for i in range(length))
+        if regex_object.fullmatch(password):
+            return password
+
+    raise Exception("Could not generate a password matching the specified"
+                    " regex. Check if the regex %s is possible with the"
+                    " given length %d." % (regex, length))
+
+
 def set_cloud_config_values(non_admin, cloud_creds, conf):
     """Set values from client's cloud config file.
 
@@ -553,6 +592,12 @@ def config_tempest(**kwargs):
     clients = ClientManager(conf, credentials)
 
     if kwargs.get('create', False) and kwargs.get('test_accounts') is None:
+        if kwargs.get('password_regex') is not None:
+            password_regex = kwargs.get('password_regex')
+            password_length = kwargs.get('password_length')
+            new_password = generate_password_by_regex(password_regex,
+                                                      int(password_length))
+            conf.set('identity', 'password', new_password)
         users = Users(clients.projects, clients.roles, clients.users, conf)
         users.create_tempest_users()
 
@@ -632,6 +677,8 @@ def main():
         os_cloud=args.os_cloud,
         out=args.out,
         overrides=args.overrides,
+        password_regex=args.password_regex,
+        password_length=args.password_length,
         remove=args.remove,
         test_accounts=args.test_accounts,
         verbose=args.verbose,
diff --git a/config_tempest/tests/test_config_tempest.py b/config_tempest/tests/test_config_tempest.py
index e330c374..c688c3ee 100644
--- a/config_tempest/tests/test_config_tempest.py
+++ b/config_tempest/tests/test_config_tempest.py
@@ -15,6 +15,7 @@
 # License for the specific language governing permissions and limitations
 # under the License.
 
+import re
 from unittest import mock
 
 from fixtures import MonkeyPatch
@@ -119,3 +120,38 @@ class TestOsClientConfigSupport(BaseConfigTempestTest):
                                 self.conf.get('auth', 'admin_username'),
                                 self.conf.get('auth', 'admin_password'),
                                 self.conf.get('auth', 'admin_project_name'))
+
+
+class TestGeneratePassword(BaseConfigTempestTest):
+
+    def test_generate_password_success_easy(self):
+        regex = r'^(?=.*[a-z])(?=.*[A-Z])(?=.*\d).+$'
+        length = 12
+        password = tool.generate_password_by_regex(regex, length)
+
+        self.assertIsNotNone(password)
+        self.assertEqual(length, len(password))
+        self.assertTrue(re.fullmatch(regex, password))
+
+    def test_generate_password_success_hard(self):
+        regex = r'^(?=.*[a-z])(?=.*[A-Z])(?=.*\d)(?=.*[!@#$%^&*_+-=]).{8}$'
+        length = 8
+        password = tool.generate_password_by_regex(regex, length)
+
+        self.assertIsNotNone(password)
+        self.assertEqual(length, len(password))
+        self.assertTrue(re.fullmatch(regex, password))
+
+    def test_generate_password_invalid_regex(self):
+        invalid_regex = r'['
+        exc = Exception
+        self.assertRaises(exc,
+                          tool.generate_password_by_regex,
+                          invalid_regex, 8)
+
+    def test_generate_password_impossible(self):
+        impossible_regex = r'^[a-z]{10}$'
+        exc = Exception
+        self.assertRaises(exc,
+                          tool.generate_password_by_regex,
+                          impossible_regex, 8)
diff --git a/releasenotes/notes/add-password-regex-and-length-587c29a517338102.yaml b/releasenotes/notes/add-password-regex-and-length-587c29a517338102.yaml
new file mode 100644
index 00000000..bcf528da
--- /dev/null
+++ b/releasenotes/notes/add-password-regex-and-length-587c29a517338102.yaml
@@ -0,0 +1,11 @@
+---
+features:
+  - |
+    New parameters, ``--password-regex`` and ``--password-length`` have been
+    added to allow users to generate a password following these constraints.
+    It is helpful for meeting password requirements given by services (e.g.
+    Keystone). When using both parameters, ensure the value for
+    ``--password-length`` does not conflict with any length defined within
+    the regular expression. Furthermore, to use a regex from the command
+    line, you must modify it by changing all single curly brackets ({}) to
+    double curly brackets ({{}}).