diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 2b418ae..450d6be 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -15,10 +15,12 @@
     python: "3.10"
   apt_packages:
     - plantuml
-
-python:
-  install:
-    - requirements: docs/requirements.txt
+  jobs:
+    post_create_environment:
+      - pip install poetry
+      - poetry config virtualenvs.create false
+    post_install:
+      - poetry install --with docs
 
 sphinx:
   configuration: docs/conf.py
diff --git a/.versionrc.js b/.versionrc.js
index f699a07..9e54c7b 100644
--- a/.versionrc.js
+++ b/.versionrc.js
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2021, Arm Limited. All rights reserved.
+ * Copyright (c) 2021-2023, Arm Limited. All rights reserved.
  *
  * SPDX-License-Identifier: BSD-3-Clause
  */
@@ -81,6 +81,23 @@
             "type": "json"
         },
         {
+            "filename": "pyproject.toml",
+            "updater": {
+                "readVersion": function (contents) {
+                    const _ver = contents.match(/version\s=.*"(\d)\.(\d)\.(\d)/);
+
+                    return `${_ver[1]}.${_ver[2]}.${_ver[2]}`;
+                },
+
+                "writeVersion": function (contents, version) {
+                    const _ver = 'version = "' + version + '"'
+
+                    return contents.replace(/^(version\s=\s")((\d).?)*$/m, _ver)
+                }
+
+            },
+        },
+        {
             "filename": "package-lock.json",
             "type": "json"
         },
diff --git a/docs/getting_started/docs-build.rst b/docs/getting_started/docs-build.rst
index 4a48059..99cba1e 100644
--- a/docs/getting_started/docs-build.rst
+++ b/docs/getting_started/docs-build.rst
@@ -19,36 +19,26 @@
 
 For building a local copy of the |TF-A| documentation you will need:
 
-- Python 3 (3.5 or later)
+- Python 3 (3.8 or later)
 - PlantUML (1.2017.15 or later)
-- Python modules specified in ``docs/requirements.txt``
-
-   You can install these with ``pip3`` (the Python Package Installer) by
-   passing it the requirements file above (with ``-r``). An optional ``--user``
-   argument will install them locally, but you have to add their location to
-   $PATH (pip will emit a warning). Alternatively, they can be installed
-   globally (but will probably require root privileges).
-
-   .. note::
-      Although not necessary, it is recommended you use a virtual environment.
-      More advanced usage instructions for *pip* are beyond the scope of this
-      document but you can refer to the `pip homepage`_ for detailed guides.
-
+- Poetry Python dependency and package manager
+- Python modules specified in ``pyproject.toml``
 - Optionally, the `Dia`_ application can be installed if you need to edit
   existing ``.dia`` diagram files, or create new ones.
 
-An example set of installation commands for Ubuntu follows, assuming that the
-working directory is ``docs``:
+
+Poetry will handle the creation of a virtual build environment, either creating
+a new environment or re-using one created by the user, and installing all
+dependencies herein. This ensures that the Python environment is isolated from
+your system environment.
+
+An example set of installation commands for Ubuntu follows:
 
 .. code:: shell
 
     sudo apt install python3 python3-pip plantuml [dia]
-    pip3 install [--user] -r requirements.txt
-
-.. note::
-   Several other modules will be installed as dependencies. Please review
-   the list to ensure that there will be no conflicts with other modules already
-   installed in your environment.
+    curl -sSL https://install.python-poetry.org | python3 -
+    poetry install
 
 Building rendered documentation
 -------------------------------
@@ -58,7 +48,7 @@
 
 .. code:: shell
 
-   make doc
+   poetry run make doc
 
 Output from the build process will be placed in:
 
@@ -74,7 +64,14 @@
 
 .. code:: shell
 
-   make help
+   poetry run make help
+
+.. note::
+
+   The ``run`` command used above executes ``make`` in the projects virtual
+   environment. To spawn a shell in this environment, use ``poetry
+   shell``. For other use cases, please see the official `Poetry`_
+   documentation.
 
 Building rendered documentation from a container
 ------------------------------------------------
@@ -90,7 +87,7 @@
 
    docker run --rm -v $PWD:/TF sphinxdoc/sphinx \
           bash -c 'cd /TF && \
-          pip3 install plantuml -r ./docs/requirements.txt && make doc'
+          poetry install && poetry run make doc'
 
 The above command fetches the ``sphinxdoc/sphinx`` container from `docker
 hub`_, launches the container, installs documentation requirements and finally
@@ -103,9 +100,10 @@
 
 --------------
 
-*Copyright (c) 2019, Arm Limited. All rights reserved.*
+*Copyright (c) 2019-2023, Arm Limited. All rights reserved.*
 
 .. _Sphinx: http://www.sphinx-doc.org/en/master/
+.. _Poetry: https://python-poetry.org/docs/cli/
 .. _pip homepage: https://pip.pypa.io/en/stable/
 .. _Dia: https://wiki.gnome.org/Apps/Dia
 .. _docker: https://www.docker.com/
diff --git a/docs/getting_started/prerequisites.rst b/docs/getting_started/prerequisites.rst
index 5b49d2e..f30216a 100644
--- a/docs/getting_started/prerequisites.rst
+++ b/docs/getting_started/prerequisites.rst
@@ -98,6 +98,13 @@
    Git hooks and helper tools. Without these tools you will need to rely on the
    CI for feedback on commit message conformance.
 
+- Poetry >= 1.3.2
+
+  Required for managing Python dependencies, this will allow you to reliably
+  reproduce a Python environment to build documentation and run analysis tools.
+  Most importantly, it ensures your system environment will not be affected by
+  dependencies in the Python scripts.
+
 Package Installation (Linux)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
@@ -177,7 +184,7 @@
 
 --------------
 
-*Copyright (c) 2021-2022, Arm Limited. All rights reserved.*
+*Copyright (c) 2021-2023, Arm Limited. All rights reserved.*
 
 .. _Arm Developer website: https://developer.arm.com/tools-and-software/open-source-software/developer-tools/gnu-toolchain/downloads
 .. _Gerrit Code Review: https://www.gerritcodereview.com/
diff --git a/docs/requirements.in b/docs/requirements.in
deleted file mode 100644
index ae20b7d..0000000
--- a/docs/requirements.in
+++ /dev/null
@@ -1,5 +0,0 @@
-myst-parser==0.18.1
-pip-tools==6.4.0
-sphinx==5.3.0
-sphinx-rtd-theme==1.1.1
-sphinxcontrib-plantuml==0.24.1
diff --git a/docs/requirements.txt b/docs/requirements.txt
deleted file mode 100644
index 1ed78d0..0000000
--- a/docs/requirements.txt
+++ /dev/null
@@ -1,95 +0,0 @@
-#
-# This file is autogenerated by pip-compile with Python 3.8
-# by the following command:
-#
-#    pip-compile docs/requirements.in
-#
-alabaster==0.7.12
-    # via sphinx
-babel==2.11.0
-    # via sphinx
-certifi==2022.12.7
-    # via requests
-charset-normalizer==2.1.1
-    # via requests
-click==8.1.3
-    # via pip-tools
-docutils==0.17.1
-    # via
-    #   myst-parser
-    #   sphinx
-    #   sphinx-rtd-theme
-idna==3.4
-    # via requests
-imagesize==1.4.1
-    # via sphinx
-importlib-metadata==6.0.0
-    # via sphinx
-jinja2==3.1.2
-    # via
-    #   myst-parser
-    #   sphinx
-markdown-it-py==2.1.0
-    # via
-    #   mdit-py-plugins
-    #   myst-parser
-markupsafe==2.1.1
-    # via jinja2
-mdit-py-plugins==0.3.3
-    # via myst-parser
-mdurl==0.1.2
-    # via markdown-it-py
-myst-parser==0.18.1
-    # via -r docs/requirements.in
-packaging==23.0
-    # via sphinx
-pep517==0.13.0
-    # via pip-tools
-pip-tools==6.4.0
-    # via -r docs/requirements.in
-pygments==2.14.0
-    # via sphinx
-pytz==2022.7
-    # via babel
-pyyaml==6.0
-    # via myst-parser
-requests==2.28.1
-    # via sphinx
-snowballstemmer==2.2.0
-    # via sphinx
-sphinx==5.3.0
-    # via
-    #   -r docs/requirements.in
-    #   myst-parser
-    #   sphinx-rtd-theme
-    #   sphinxcontrib-plantuml
-sphinx-rtd-theme==1.1.1
-    # via -r docs/requirements.in
-sphinxcontrib-applehelp==1.0.3
-    # via sphinx
-sphinxcontrib-devhelp==1.0.2
-    # via sphinx
-sphinxcontrib-htmlhelp==2.0.0
-    # via sphinx
-sphinxcontrib-jsmath==1.0.1
-    # via sphinx
-sphinxcontrib-plantuml==0.24.1
-    # via -r docs/requirements.in
-sphinxcontrib-qthelp==1.0.3
-    # via sphinx
-sphinxcontrib-serializinghtml==1.1.5
-    # via sphinx
-tomli==2.0.1
-    # via pep517
-typing-extensions==4.4.0
-    # via myst-parser
-urllib3==1.26.13
-    # via requests
-wheel==0.38.4
-    # via pip-tools
-zipp==3.11.0
-    # via importlib-metadata
-
-# The following packages are considered to be unsafe in a requirements file:
-# pip
-# setuptools
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..0eb4785
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,844 @@
+# This file is automatically @generated by Poetry and should not be changed by hand.
+
+[[package]]
+name = "alabaster"
+version = "0.7.13"
+description = "A configurable sidebar-enabled Sphinx theme"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
+    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+]
+
+[[package]]
+name = "babel"
+version = "2.12.1"
+description = "Internationalization utilities"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
+    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
+]
+
+[package.dependencies]
+pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
+
+[[package]]
+name = "build"
+version = "0.10.0"
+description = "A simple, correct Python build frontend"
+category = "dev"
+optional = false
+python-versions = ">= 3.7"
+files = [
+    {file = "build-0.10.0-py3-none-any.whl", hash = "sha256:af266720050a66c893a6096a2f410989eeac74ff9a68ba194b3f6473e8e26171"},
+    {file = "build-0.10.0.tar.gz", hash = "sha256:d5b71264afdb5951d6704482aac78de887c80691c52b88a9ad195983ca2c9269"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "os_name == \"nt\""}
+packaging = ">=19.0"
+pyproject_hooks = "*"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+docs = ["furo (>=2021.08.31)", "sphinx (>=4.0,<5.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)"]
+test = ["filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "toml (>=0.10.0)", "wheel (>=0.36.0)"]
+typing = ["importlib-metadata (>=5.1)", "mypy (==0.991)", "tomli", "typing-extensions (>=3.7.4.3)"]
+virtualenv = ["virtualenv (>=20.0.35)"]
+
+[[package]]
+name = "certifi"
+version = "2022.12.7"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"},
+    {file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.1.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "dev"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "charset-normalizer-3.1.0.tar.gz", hash = "sha256:34e0a2f9c370eb95597aae63bf85eb5e96826d81e3dcf88b8886012906f509b5"},
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..7d748c5
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,18 @@
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