diff --git a/maya/core.py b/maya/core.py
index d4875f8..8f66f83 100644
--- a/maya/core.py
+++ b/maya/core.py
@@ -12,12 +12,14 @@ import time
 import functools
 from datetime import timedelta, datetime as Datetime
 
+import re
 import pytz
 import humanize
 import dateparser
 import pendulum
 import snaptime
 from tzlocal import get_localzone
+from dateutil.relativedelta import relativedelta
 
 from .compat import cmp, comparable
 
@@ -423,6 +425,29 @@ class MayaInterval(object):
         """Returns an ISO 8601 representation of the MayaInterval."""
         return '{0}/{1}'.format(self.start.iso8601(), self.end.iso8601())
 
+    @classmethod
+    def parse_iso8601_duration(cls, duration, start=None, end=None):
+        match = re.match(
+            r'(?:P(?P<weeks>\d+)W)|(?:P(?:(?:(?P<years>\d+)Y)?(?:(?P<months>\d+)M)?(?:(?P<days>\d+)D))?(?:T(?:(?P<hours>\d+)H)?(?:(?P<minutes>\d+)M)?(?:(?P<seconds>\d+)S)?)?)',
+            duration
+        )
+
+        time_components = {}
+        if match:
+            time_components = match.groupdict(0)
+            for key, value in time_components.items():
+                time_components[key] = int(value)
+
+            duration = relativedelta(**time_components)
+
+            if start:
+                return parse(start.datetime() + duration)
+
+            if end:
+                return parse(end.datetime() - duration)
+
+        return None
+
     @classmethod
     def from_iso8601(cls, s):
         # # Start and end, such as "2007-03-01T13:00:00Z/2008-05-11T15:30:00Z"
@@ -430,14 +455,13 @@ class MayaInterval(object):
         try:
             start = parse(start)
         except pendulum.parsing.exceptions.ParserError:
-            # start = self._parse_iso8601_duration(start)
+            # start = self._parse_iso8601_duration(start, end=end)
             raise NotImplementedError()
 
         try:
             end = parse(end)
         except pendulum.parsing.exceptions.ParserError as e:
-            # end = self._parse_iso8601_duration(end)
-            raise NotImplementedError()
+            end = cls.parse_iso8601_duration(end, start=start)
 
         return cls(start=start, end=end)
 
diff --git a/tests/test_maya_interval.py b/tests/test_maya_interval.py
index 338fa95..1d040a4 100755
--- a/tests/test_maya_interval.py
+++ b/tests/test_maya_interval.py
@@ -550,3 +550,23 @@ def test_interval_from_iso8601():
 
     assert interval.start == s
     assert interval.end == e
+
+
+def test_interval_from_iso8601_duration():
+    interval = maya.MayaInterval.from_iso8601(
+        "2018-03-18T14:27:18Z/P13DT13H48M9S"
+    )
+    s = maya.when("2018-03-18T14:27:18Z")
+    e = maya.when("2018-04-01T04:15:27Z")
+
+    assert interval.start == s
+    assert interval.end == e
+
+    interval = maya.MayaInterval.from_iso8601(
+        "2018-03-05T14:27:18Z/P2W"
+    )
+    s = maya.when("2018-03-05T14:27:18Z")
+    e = maya.when("2018-03-19T14:27:18Z")
+
+    assert interval.start == s
+    assert interval.end == e