diff --git a/ironic_inspector/main.py b/ironic_inspector/main.py
index d11d391a4..fa0582143 100644
--- a/ironic_inspector/main.py
+++ b/ironic_inspector/main.py
@@ -17,6 +17,7 @@ import random
 import re
 
 import flask
+import microversion_parse as mvp
 from oslo_utils import strutils
 from oslo_utils import uuidutils
 from werkzeug.middleware import proxy_fix
@@ -35,6 +36,7 @@ from ironic_inspector import process
 from ironic_inspector import rules
 from ironic_inspector import utils
 
+
 CONF = ironic_inspector.conf.CONF
 
 
@@ -118,11 +120,16 @@ def _get_version():
     ver = flask.request.headers.get(conf_opts.VERSION_HEADER,
                                     _DEFAULT_API_VERSION)
     try:
-        if ver.lower() == 'latest':
-            requested = CURRENT_API_VERSION
-        else:
-            requested = tuple(int(x) for x in ver.split('.'))
-    except (ValueError, TypeError):
+        requested = _DEFAULT_API_VERSION
+        if ver:
+            if 'latest' in ver.lower():
+                requested = CURRENT_API_VERSION
+            else:
+                requested = mvp.parse_version_string(ver)
+
+            if len(requested) != 2:
+                raise ValueError
+    except (ValueError, TypeError, AttributeError):
         return error_response(_('Malformed API version: expected string '
                                 'in form of X.Y or latest'), code=400)
     return requested
diff --git a/requirements.txt b/requirements.txt
index 7951400da..a4dfc5faa 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -38,3 +38,4 @@ tenacity>=6.2.0  # Apache-2.0
 stevedore>=1.20.0 # Apache-2.0
 SQLAlchemy>=1.4.0 # MIT
 tooz>=2.5.1 # Apache-2.0
+microversion_parse>=0.1.4