diff --git a/doc/arm/_ext/iscconf.py b/doc/arm/_ext/iscconf.py
index 598fb26aa3..b5bd966e2a 100644
--- a/doc/arm/_ext/iscconf.py
+++ b/doc/arm/_ext/iscconf.py
@@ -23,7 +23,7 @@ https://www.sphinx-doc.org/en/master/development/tutorials/recipe.html
 
 from collections import namedtuple
 
-from docutils.parsers.rst import directives
+from docutils.parsers.rst import Directive, directives
 from docutils import nodes
 
 from sphinx import addnodes
@@ -31,7 +31,6 @@ from sphinx.directives import ObjectDescription
 from sphinx.domains import Domain
 from sphinx.roles import XRefRole
 from sphinx.util import logging
-from sphinx.util.docutils import SphinxDirective
 from sphinx.util.nodes import make_refnode
 
 import checkgrammar
@@ -61,7 +60,7 @@ def domain_factory(domainname, domainlabel, todolist, grammar):
                     See StatementListDirective.
     """
 
-    class StatementListDirective(SphinxDirective):
+    class StatementListDirective(Directive):
         """A custom directive to generate list of statements.
         It only installs placeholder which is later replaced by
         process_statementlist_nodes() callback.
@@ -229,6 +228,7 @@ def domain_factory(domainname, domainlabel, todolist, grammar):
 
             def transform_content(self, contentnode: addnodes.desc_content) -> None:
                 """autogenerate content from structured data"""
+                self.workaround_transform_content = True
                 if self.isc_short:
                     contentnode.insert(0, self.isc_short_node)
                 if self.isc_tags:
@@ -263,6 +263,19 @@ def domain_factory(domainname, domainlabel, todolist, grammar):
                 if len(warn):
                     contentnode.insert(0, warn)
 
+            def __init__(self, *args, **kwargs):
+                """Compability with Sphinx < 3.0.0"""
+                self.workaround_transform_content = False
+                super().__init__(*args, **kwargs)
+
+            def run(self):
+                """Compability with Sphinx < 3.0.0"""
+                nodelist = super().run()
+                if not self.workaround_transform_content:
+                    # get access to "contentnode" created inside super.run()
+                    self.transform_content(nodelist[1][-1])
+                return nodelist
+
         name = domainname
         label = domainlabel
 
@@ -547,7 +560,7 @@ class DictToDocutilsTableBuilder:
         row = nodes.row()
         for column in self.header:
             entry = nodes.entry()
-            entry += nodes.Text(column.description)
+            entry += nodes.paragraph(text=column.description)
             row += entry
 
         thead.append(row)
@@ -562,7 +575,7 @@ class DictToDocutilsTableBuilder:
                 entry = nodes.entry()
                 value = obj[column.dictkey]
                 if isinstance(value, str):
-                    value = nodes.Text(value)
+                    value = nodes.paragraph(text=value)
                 else:
                     value = value.deepcopy()
                 entry += value