diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..2f10f36
--- /dev/null
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+]
+
+[package.dependencies]
+cffi = ">=1.0"
+
+[[package]]
+name = "xmltodict"
+version = "0.13.0"
+description = "Makes working with XML feel like you are working with JSON"
+optional = false
+python-versions = ">=3.4"
+files = [
+    {file = "xmltodict-0.13.0-py2.py3-none-any.whl", hash = "sha256:aa89e8fd76320154a40d19a0df04a4695fb9dc5ba977cbb68ab3e4eb225e7852"},
+    {file = "xmltodict-0.13.0.tar.gz", hash = "sha256:341595a488e3e01a85a9d8911d8912fd922ede5fecc4dce437eb4b6c8d037e56"},
+]
+
+[[package]]
+name = "zipp"
+version = "3.16.2"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
+    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.8"
+content-hash = "3b60f8923d9977a0891232f825ea4dfc36b808b8e4c3cc539a7e6ca09969e027"
diff --git a/pyproject.toml b/pyproject.toml
index d9a755b..2dc99fa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,57 +16,45 @@ exclude = '''
 line_length = 88
 profile = "black"
 
-
 [build-system]
-requires = ["setuptools>=61.2"]
-build-backend = "setuptools.build_meta"
+requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning"]
+build-backend = "poetry_dynamic_versioning.backend"
 
-[project]
+[tool.poetry]
 name = "openshift-cluster-management-python-wrapper"
-authors = [
-    {name = "Meni Yakove", email = "myakove@gmail.com"},
-    {name = "Ruth Netser", email = "rnetser@gmail.com"}
-]
 description = "Wrapper around https://github.com/openshift/openshift-cluster-management-python-client"
+version = "0.0.0"
+authors = ["Meni Yakove <myakove@gmail.com>", "Ruth Netser <rnetser@gmail.com>"]
+readme = "README.md"
+homepage = "https://github.com/RedHatQE/openshift-cluster-management-python-wrapper"
+keywords = ["Openshift", "OCM"]
 classifiers = [
     "Programming Language :: Python :: 3",
     "Operating System :: OS Independent",
 ]
-requires-python = ">=3.8"
-keywords = ["Openshift", "OCM"]
-dependencies = [
-    "colorlog",
-    "openshift-cluster-management-python-client",
-    "openshift-python-wrapper",
-    "requests",
-    "pyyaml",
-    "openshift-python-utilities",
-    "rosa-python-client",
-    "python-simple-logger",
-    "redhat-qe-cloud-tools",
-    "importlib",
-    "python-benedict",
-]
-dynamic = ["version"]
-
-[tool.setuptools.dynamic]
-version = {file = "VERSION"}
-
-[project.readme]
-file = "README.md"
-content-type = "text/markdown"
-
-[project.urls]
+packages = [{include = "ocm_python_wrapper"}]
+# Include ocm-python-wrapper package data:
+include = [{path = "manifests/*.json"}]
+
+[tool.poetry.dependencies]
+python = "^3.8"
+colorlog = "^6.7.0"
+python-benedict = "^0.32.0"
+python-simple-logger = "^1.0.5"
+rosa-python-client = "^1.0.28"
+openshift-cluster-management-python-client = "^1.0.23"
+openshift-python-wrapper = "^4.14.4"
+requests = "^2.31.0"
+pyyaml = "^6.0.1"
+openshift-python-utilities = "^4.14.2"
+importlib = "^1.0.4"
+redhat-qe-cloud-tools = "^1.0.10"
+
+[tool.poetry-dynamic-versioning.substitution]
+files = ["VERSION"]
+
+[tool.poetry.urls]
 Homepage = "https://github.com/RedHatQE/openshift-cluster-management-python-wrapper"
 Download = "https://pypi.org/project/openshift-cluster-management-python-wrapper/"
 "Bug Tracker" = "https://github.com/RedHatQE/openshift-cluster-management-python-wrapper/issues"
 Documentation = "https://github.com/RedHatQE/openshift-cluster-management-python-wrapper/blob/main/README.md"
-
-[tool.setuptools]
-include-package-data = true
-
-[tool.setuptools.packages.find]
-include = ["ocm_python_wrapper"]
-
-[tool.setuptools.package-data]
-ocm_python_wrapper = ["manifests/*.json"]