diff --git a/.gitignore b/.gitignore
index e61f4ce5..cdca306d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -9,3 +9,4 @@ gh-pages/
 /.cr-release-packages
 .vscode/
 __pycache__
+/site
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 00000000..8357ff8a
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1 @@
+# Welcome to the documentation of ansible awx-operator
diff --git a/docs/requirements.txt b/docs/requirements.txt
new file mode 100644
index 00000000..3e3a2e5e
--- /dev/null
+++ b/docs/requirements.txt
@@ -0,0 +1,12 @@
+cairosvg==2.7.0
+markdown-exec>=1.6.0
+mkdocs-ansible[lock]>=0.1.6
+mkdocs-gen-files>=0.4.0
+mkdocs-material-extensions>=1.1.1
+mkdocs-material>=9.1.15
+mkdocs==1.4.3
+mkdocstrings-python>=1.1.0
+mkdocstrings>=0.22.0
+pillow==9.5.0
+pipdeptree==2.7.1
+pymdown-extensions==10.0.1
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 00000000..8f8a1f52
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,82 @@
+---
+site_name: awx-operator
+site_url: https://awx-operator.readthedocs.io/
+repo_url: https://github.com/ansible/awx-operator
+edit_uri: blob/devel/docs/
+docs_dir: docs
+strict: true
+use_directory_urls: false
+
+theme:
+  name: "material"
+  features:
+    - content.code.copy
+    - content.action.edit
+    - navigation.expand
+    - navigation.sections
+    - navigation.instant
+    - navigation.indexes
+    - navigation.tracking
+    - toc.integrate
+  palette:
+    - media: "(prefers-color-scheme: light)"
+      primary: teal
+      accent: blue
+      scheme: default
+      toggle:
+        icon: material/brightness-7
+        name: Switch to dark mode
+    - media: "(prefers-color-scheme: dark)"
+      scheme: slate
+      primary: teal
+      accent: blue
+      toggle:
+        icon: material/brightness-4
+        name: Switch to light mode
+
+nav:
+  - home: index.md
+  - debugging.md
+  - migration.md
+
+plugins:
+  - autorefs
+  - markdown-exec
+  - search
+  - mkdocstrings:
+      handlers:
+        python:
+          paths: [src]
+          options:
+            # Sphinx is for historical reasons, but we could consider switching if needed
+            # https://mkdocstrings.github.io/griffe/docstrings/
+            docstring_style: sphinx
+            merge_init_into_class: yes
+            show_submodules: yes
+          import:
+            - url: https://docs.ansible.com/ansible/latest/objects.inv
+              domains: [py, std]
+
+markdown_extensions:
+  - admonition
+  - def_list
+  - footnotes
+  - pymdownx.highlight:
+      anchor_linenums: true
+  - pymdownx.inlinehilite
+  - pymdownx.snippets:
+      check_paths: true
+  - pymdownx.superfences
+  - pymdownx.magiclink:
+      repo_url_shortener: true
+      repo_url_shorthand: true
+      social_url_shorthand: true
+      social_url_shortener: true
+      user: facelessuser
+      repo: pymdown-extensions
+      normalize_issue_symbols: true
+  - pymdownx.tabbed:
+      alternate_style: true
+  - toc:
+      toc_depth: 2
+      permalink: true