diff --git a/.gitignore b/.gitignore
index e03ca405d8..213cc154da 100644
--- a/.gitignore
+++ b/.gitignore
@@ -87,6 +87,7 @@ celerybeat-schedule
 .venv/
 venv/
 ENV/
+env*/
 
 # Spyder project settings
 .spyderproject
@@ -96,3 +97,6 @@ ENV/
 
 # PyCharm
 .idea
+
+# mypy
+.mypy*
diff --git a/LICENCE.txt b/LICENCE
similarity index 100%
rename from LICENCE.txt
rename to LICENCE
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index a296eeb98d..0000000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1,4 +0,0 @@
-include pynetdicom/tests/cert_files/*
-include pynetdicom/tests/dicom_files/*
-include pynetdicom/apps/qrscp/default.ini
-include pynetdicom/py.typed
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000000..a8feb5c430
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1124 @@
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+
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+]
+
+[package.dependencies]
+greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""}
+typing-extensions = ">=4.2.0"
+
+[package.extras]
+aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
+aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
+asyncio = ["greenlet (!=0.4.17)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
+mssql = ["pyodbc"]
+mssql-pymssql = ["pymssql"]
+mssql-pyodbc = ["pyodbc"]
+mypy = ["mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0)"]
+mysql-connector = ["mysql-connector-python"]
+oracle = ["cx-oracle (>=8)"]
+oracle-oracledb = ["oracledb (>=1.0.1)"]
+postgresql = ["psycopg2 (>=2.7)"]
+postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
+postgresql-psycopg = ["psycopg (>=3.0.7)"]
+postgresql-psycopg2binary = ["psycopg2-binary"]
+postgresql-psycopg2cffi = ["psycopg2cffi"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
+sqlcipher = ["sqlcipher3-binary"]
+
+[[package]]
+name = "tabulate"
+version = "0.9.0"
+description = "Pretty-print tabular data"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
+    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
+]
+
+[package.extras]
+widechars = ["wcwidth"]
+
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
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+]
+
+[[package]]
+name = "typing-extensions"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
+]
+
+[[package]]
+name = "urllib3"
+version = "2.0.7"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "urllib3-2.0.7-py3-none-any.whl", hash = "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"},
+    {file = "urllib3-2.0.7.tar.gz", hash = "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.10"
+content-hash = "404f53b74a25997e10ba0339b5f2564b6cd5898b38c9e1bfc2da5887fda66848"
diff --git a/pynetdicom/_version.py b/pynetdicom/_version.py
index a880dfd6f5..7af0ff93e2 100644
--- a/pynetdicom/_version.py
+++ b/pynetdicom/_version.py
@@ -4,7 +4,7 @@
 
 
 # pynetdicom version
-__version__ = "2.1.0.dev0"
+__version__ = "2.2.0.dev0"
 
 # DICOM Standard version used for SOP classes and instances
 __dicom_version__: str = "2021e"
diff --git a/pyproject.toml b/pyproject.toml
index 41297e6a9b..db5817085c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,102 @@
 [build-system]
-requires = ["setuptools", "wheel"]
-build_backend = "setuptools.build_meta"
+requires = ["poetry-core >=1.8,<2"]
+build-backend = "poetry.core.masonry.api"
+
+
+[tool.poetry]
+authors = [
+    "pynetdicom contributors"
+]
+classifiers=[
+    "License :: OSI Approved :: MIT License",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Healthcare Industry",
+    "Intended Audience :: Science/Research",
+    "Development Status :: 5 - Production/Stable",
+    "Natural Language :: English",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Operating System :: OS Independent",
+    "Topic :: Scientific/Engineering :: Medical Science Apps.",
+    "Topic :: Software Development :: Libraries",
+]
+description = "A Python implementation of the DICOM networking protocol"
+documentation = "https://pydicom.github.io/pynetdicom"
+homepage = "https://github.com/pydicom/pynetdicom"
+include = [
+    "pynetdicom/tests/cert_files/*",
+    "pynetdicom/tests/dicom_files/*",
+    "pynetdicom/apps/qrscp/default.ini",
+    "pynetdicom/py.typed",
+    "LICENCE",
+]
+
+keywords = ["dicom", "networking", "pydicom"]
+license = "MIT"
+maintainers = [
+    "scaramallion <scaramallion@users.noreply.github.com>",
+]
+name = "pynetdicom"
+readme = "README.rst"
+version = "2.2.0.dev0"
+
+
+[tool.poetry.dependencies]
+pydicom = "~2.4"
+python = "^3.10"
+
+[tool.poetry.group.apps]
+optional = true
+
+[tool.poetry.group.apps.dependencies]
+sqlalchemy = "^2.0"
+
+[tool.poetry.group.dev]
+optional = true
+
+[tool.poetry.group.dev.dependencies]
+black = "^23.10"
+codespell = "^2.2"
+coverage = "^7.3"
+flake8 = "^6.1"
+mypy = "^1.6"
+pyfakefs = "^5.3"
+pytest = "^7.4"
+sqlalchemy = "^2.0"
+
+[tool.poetry.group.tests]
+optional = true
+
+[tool.poetry.group.tests.dependencies]
+pyfakefs = "^5.3"
+pytest = "^7.4"
+sqlalchemy = "^2.0"
+
+[tool.poetry.group.docs]
+optional = true
+
+[tool.poetry.group.docs.dependencies]
+numpydoc = "^1.6"
+sphinx = "^7.2"
+sphinx-copybutton = "^0.5"
+sphinx-rtd-theme = "^1.3"
+
+
+[tool.poetry.scripts]
+echoscp = "pynetdicom.apps.echoscp.echoscp:main"
+echoscu = "pynetdicom.apps.echoscu.echoscu:main"
+findscu = "pynetdicom.apps.findscu.findscu:main"
+getscu = "pynetdicom.apps.getscu.getscu:main"
+movescu = "pynetdicom.apps.movescu.echoscp:main"
+qrscp = "pynetdicom.apps.qrscp.qrscp:main"
+storescp = "pynetdicom.apps.storescp.storescp:main"
+storescu = "pynetdicom.apps.storescu.storescu:main"
+
+
+[tool.black]
+exclude = ".venv|build|/_.*_dict.py$"
+force-exclude = ".venv|/_.*_dict.py$"
 
 
 [tool.coverage.run]
@@ -13,7 +109,7 @@ omit = [
 
 
 [tool.mypy]
-python_version = "3.9"
+python_version = "3.10"  # use the minimum supported Python version
 exclude = [
     "pynetdicom/tests",
     "pynetdicom/apps",
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 6f8e07bf5e..0000000000
--- a/requirements.txt
+++ /dev/null
@@ -1 +0,0 @@
-pydicom>=2.2.0
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index f6bfe1afb7..0000000000
--- a/setup.cfg
+++ /dev/null
@@ -1,7 +0,0 @@
-[bdist_wheel]
-universal = 0
-
-
-[flake8]
-exclude = pynetdicom/tests, pynetdicom/benchmarks, pynetdicom/apps
-max-line-length = 88
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 50bd2a9cc2..0000000000
--- a/setup.py
+++ /dev/null
@@ -1,59 +0,0 @@
-from setuptools import setup, find_packages
-from pathlib import Path
-
-
-BASE_DIR = Path(__file__).parent
-
-VERSION_FILE = BASE_DIR / "pynetdicom" / "_version.py"
-with open(VERSION_FILE) as f:
-    exec(f.read())
-
-with open(BASE_DIR / "README.rst", "r") as f:
-    long_description = f.read()
-
-setup(
-    name="pynetdicom",
-    packages=find_packages(),
-    include_package_data=True,
-    version=__version__,
-    zip_safe=False,
-    description="A Python implementation of the DICOM networking protocol",
-    long_description=long_description,
-    long_description_content_type="text/x-rst",
-    author="",
-    author_email="scaramallion@users.noreply.github.com",
-    url="https://github.com/pydicom/pynetdicom",
-    license="MIT",
-    keywords=(
-        "dicom network python medicalimaging radiotherapy oncology pydicom imaging"
-    ),
-    project_urls={"Documentation": "https://pydicom.github.io/pynetdicom/"},
-    classifiers=[
-        "License :: OSI Approved :: MIT License",
-        "Intended Audience :: Developers",
-        "Intended Audience :: Healthcare Industry",
-        "Intended Audience :: Science/Research",
-        "Development Status :: 5 - Production/Stable",
-        "Natural Language :: English",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-        "Operating System :: OS Independent",
-        "Topic :: Scientific/Engineering :: Medical Science Apps.",
-        "Topic :: Software Development :: Libraries",
-    ],
-    install_requires=["pydicom>=2.2.0"],
-    extras_require={  # will also install from `install_requires`
-        "apps": ["sqlalchemy"],
-        "docs": [
-            "sphinx",
-            "sphinx_rtd_theme",
-            "sphinx-copybutton",
-            "sphinxcontrib-napoleon",
-            "numpydoc",
-        ],
-        "tests": ["pytest", "pyfakefs", "sqlalchemy"],
-    },
-    python_requires=">=3.7",
-)