diff --git a/.circleci/config.yml b/.circleci/config.yml
index d77b16911..b45435e2e 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -28,7 +28,7 @@ jobs:
           name: Wait for ElasticSearch
           command: dockerize -wait tcp://127.0.0.1:9200 -timeout 120s
       - restore_cache:
-          key: py38-{{ checksum "requirements.txt" }}-{{ checksum "tox.ini" }}-20220708
+          key: py38-{{ checksum "poetry.lock" }}-{{ checksum "tox.ini" }}-20220708
       - run:
           name: Install tox tox-pyenv
           command: |
@@ -55,7 +55,7 @@ jobs:
             . virtualenv/bin/activate
             tox
       - save_cache:
-          key: py38-{{ checksum "requirements.txt" }}-{{ checksum "tox.ini" }}-20220708
+          key: py38-{{ checksum "poetry.lock" }}-{{ checksum "tox.ini" }}-20220708
           paths:
             - virtualenv
             - .tox/py38
diff --git a/.github/workflows/release-apiv2-client.yml b/.github/workflows/release-apiv2-client.yml
index 68e1ce619..ceb7a8851 100644
--- a/.github/workflows/release-apiv2-client.yml
+++ b/.github/workflows/release-apiv2-client.yml
@@ -34,7 +34,8 @@ jobs:
           python3 -m venv virtualenv
           source virtualenv/bin/activate
           pip install pip --upgrade
-          pip install -r requirements.txt
+          pip install poetry
+          poetry install
       # NOTE why is it needed? if missing, spectacular fails because of "no module named custom_view.api_v2"
       - name: dummy custom_view
         run: |
diff --git a/README.md b/README.md
index b3b531ba4..3fb916fb8 100644
--- a/README.md
+++ b/README.md
@@ -31,9 +31,10 @@ user@hostname:~$ cd airone
 user@hostname:~/airone$ python3 -m venv virtualenv
 user@hostname:~/airone$ source virtualenv/bin/activate
 (virtualenv) user@hostname:~/airone$ pip install pip --upgrade
-(virtualenv) user@hostname:~/airone$ pip install -r requirements.txt
-# or, during development 
-(virtualenv) user@hostname:~/airone$ pip install -r requirements-dev.txt
+(virtualenv) user@hostname:~/airone$ pip install poetry
+(virtualenv) user@hostname:~/airone$ poetry install --only main
+# or, during development, install all
+(virtualenv) user@hostname:~/airone$ poetry install
 ```
 
 ## Setting-up Backend with docker-compose
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 000000000..b2e31d40d
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2607 @@
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+
+[[package]]
+name = "amqp"
+version = "5.1.1"
+description = "Low-level AMQP client for Python (fork of amqplib)."
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "amqp-5.1.1.tar.gz", hash = "sha256:2c1b13fecc0893e946c65cbd5f36427861cffa4ea2201d8f6fca22e2a373b5e2"},
+]
+
+[package.dependencies]
+vine = ">=5.0.0"
+
+[[package]]
+name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = "*"
+files = [
+    {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
+    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
+]
+
+[[package]]
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+version = "3.7.2"
+description = "ASGI specs, helper code, and adapters"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "asgiref-3.7.2.tar.gz", hash = "sha256:9e0ce3aa93a819ba5b45120216b23878cf6e8525eb3848653452b4192b92afed"},
+]
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+[package.dependencies]
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+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+
+[[package]]
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+version = "23.1.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
+    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+]
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+[package.extras]
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+dev = ["attrs[docs,tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+
+[[package]]
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+version = "4.12.2"
+description = "Screen-scraping library"
+optional = false
+python-versions = ">=3.6.0"
+files = [
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+[package.dependencies]
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+
+[package.extras]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
+[[package]]
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+version = "3.6.4.0"
+description = "Python multiprocessing fork with improvements and bugfixes"
+optional = false
+python-versions = "*"
+files = [
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+optional = false
+python-versions = ">=3.8"
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+
+[[package]]
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+description = "The AWS SDK for Python"
+optional = false
+python-versions = ">= 3.7"
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+
+[package.extras]
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+
+[[package]]
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+description = "Low-level, data-driven core of boto 3."
+optional = false
+python-versions = ">= 3.7"
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+[package.extras]
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+[[package]]
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+
+[[package]]
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+version = "2023.7.22"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
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+    {file = "websockets-10.4.tar.gz", hash = "sha256:eef610b23933c54d5d921c92578ae5f89813438fded840c2e9809d378dc765d3"},
+]
+
+[[package]]
+name = "whitenoise"
+version = "5.2.0"
+description = "Radically simplified static file serving for WSGI applications"
+optional = false
+python-versions = ">=3.5, <4"
+files = [
+    {file = "whitenoise-5.2.0-py2.py3-none-any.whl", hash = "sha256:05d00198c777028d72d8b0bbd234db605ef6d60e9410125124002518a48e515d"},
+    {file = "whitenoise-5.2.0.tar.gz", hash = "sha256:05ce0be39ad85740a78750c86a93485c40f08ad8c62a6006de0233765996e5c7"},
+]
+
+[package.extras]
+brotli = ["Brotli"]
+
+[[package]]
+name = "xlrd"
+version = "2.0.1"
+description = "Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
+    {file = "xlrd-2.0.1-py2.py3-none-any.whl", hash = "sha256:6a33ee89877bd9abc1158129f6e94be74e2679636b8a205b43b85206c3f0bbdd"},
+    {file = "xlrd-2.0.1.tar.gz", hash = "sha256:f72f148f54442c6b056bf931dbc34f986fd0c3b0b6b5a58d013c9aef274d0c88"},
+]
+
+[package.extras]
+build = ["twine", "wheel"]
+docs = ["sphinx"]
+test = ["pytest", "pytest-cov"]
+
+[[package]]
+name = "xlwt"
+version = "1.3.0"
+description = "Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform, with Python 2.6, 2.7, 3.3+"
+optional = false
+python-versions = "*"
+files = [
+    {file = "xlwt-1.3.0-py2.py3-none-any.whl", hash = "sha256:a082260524678ba48a297d922cc385f58278b8aa68741596a87de01a9c628b2e"},
+    {file = "xlwt-1.3.0.tar.gz", hash = "sha256:c59912717a9b28f1a3c2a98fd60741014b06b043936dcecbc113eaaada156c88"},
+]
+
+[[package]]
+name = "xmlsec"
+version = "1.3.13"
+description = "Python bindings for the XML Security Library"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "xmlsec-1.3.13-cp310-cp310-win32.whl", hash = "sha256:2174e8c88555383322d8b7d3927490a92ef72ad72a6ddaf4fa1b96a3f27c3e90"},
+    {file = "xmlsec-1.3.13-cp310-cp310-win_amd64.whl", hash = "sha256:46d1daf16a8f4430efca5bb9c6a15776f2671f69f48a1941d6bb335e6f8cb29d"},
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+    {file = "xmlsec-1.3.13-cp38-cp38-win32.whl", hash = "sha256:56cfcf3487b6ad269eb1fb543c04dee2c101f1bc91e06d6cf7bfab9ac486efd8"},
+    {file = "xmlsec-1.3.13-cp38-cp38-win_amd64.whl", hash = "sha256:e6626bece0e97a8598b5df28c27bc6f2ae1e97d29dca3c1a4910a7598a4d1d0f"},
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+    {file = "xmlsec-1.3.13-cp39-cp39-win_amd64.whl", hash = "sha256:5162f416179350587c4ff64737af68a846a9b86f95fd465df4e68b589ce56618"},
+    {file = "xmlsec-1.3.13.tar.gz", hash = "sha256:916f5d78e8041f6cd9391abba659da8c94a4fef7196d126d40af1ff417f2cf86"},
+]
+
+[package.dependencies]
+lxml = ">=3.8"
+
+[[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 = "1e266623855f7637a43fb9b5d5d53d70f22dc324ae01b8f4778d72a19198ced6"
diff --git a/pyproject.toml b/pyproject.toml
index 39ae85da5..b25296873 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,3 +14,62 @@ extend-exclude = ["./*/migrations", "manage.py", "./node_modules"]
 
 [tool.ruff.per-file-ignores]
 "./airone/tests/test_elasticsearch.py" = ["E501"]
+
+[tool.poetry]
+name = "airone"
+version = "3.59.0"
+description = ""
+authors = ["Hiroyasu OHYAMA"]
+license = "GPLv2"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.8"
+boto3 = "1.26.114"
+celery = "5.2.2"
+ddtrace = "1.2.1"
+django-configurations = "2.3.2"
+django-debug-toolbar = "3.2.4"
+django-environ = "0.9.0"
+django-filter = "2.4.0"
+django-import-export = "2.5.0"
+django-replicated = "2.7"
+django-simple-history = "3.2.0"
+django-storages = "1.13.2"
+django = "3.2.20"
+djangorestframework = "3.11.2"
+drf-spectacular = "0.26.4"
+elasticsearch = "7.17.6"
+flower = "1.2.0"
+gunicorn = "20.0.4"
+kombu = "5.2.2"
+mock = "2.0.0"
+mysqlclient = "2.0.3"
+natsort = "5.3.3"
+python-ldap = "3.4.0"
+python3-saml = "1.12.0"
+pyyaml = "6.0"
+requests = "2.31.0"
+six = "1.15.0"
+setproctitle = "1.3.2"
+social-auth-app-django = "4.0.0"
+social-auth-core = "3.3.0"
+uritemplate = "3.0.1"
+whitenoise = "5.2.0"
+
+
+[tool.poetry.group.dev.dependencies]
+black = "^23.7.0"
+coverage = "^7.3.0"
+mypy = "^1.5.1"
+requests-html = "0.10.0"
+types-six = "^1.16.21.9"
+types-requests = "^2.31.0.2"
+types-pyyaml = "^6.0.12.11"
+types-pytz = "^2023.3.0.1"
+types-mock = "^5.1.0.1"
+ruff = "^0.0.286"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/requirements-dev.txt b/requirements-dev.txt
deleted file mode 100644
index eb1e9ad3b..000000000
--- a/requirements-dev.txt
+++ /dev/null
@@ -1,10 +0,0 @@
-black
-coverage
-mypy
-requests-html==0.10.0
-types-six
-types-requests
-types-PyYAML
-types-pytz
-types-mock
-ruff
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 9107524a7..000000000
--- a/requirements.txt
+++ /dev/null
@@ -1,31 +0,0 @@
-boto3==1.26.114
-celery==5.2.2
-ddtrace==1.2.1
-django-configurations==2.3.2
-django-debug-toolbar==3.2.4
-django-environ==0.9.0
-django-filter==2.4.0
-django-import-export==2.5.0
-django-replicated==2.7
-django-simple-history==3.2.0
-django-storages==1.13.2
-django==3.2.20
-djangorestframework==3.11.2
-drf_spectacular==0.26.4
-elasticsearch==7.17.6
-flower==1.2.0
-gunicorn==20.0.4
-kombu==5.2.2
-mock==2.0.0
-mysqlclient==2.0.3
-natsort==5.3.3
-python-ldap==3.4.0
-python3-SAML==1.12.0
-pyyaml==6.0
-requests==2.31.0
-six==1.15.0
-setproctitle==1.3.2
-social-auth-app-django==4.0.0
-social-auth-core==3.3.0
-uritemplate==3.0.1
-whitenoise==5.2.0
diff --git a/tox.ini b/tox.ini
index 1e8d37e7e..913a05fc4 100644
--- a/tox.ini
+++ b/tox.ini
@@ -9,8 +9,8 @@ skipsdist = TRUE
 
 [testenv:py38]
 commands =
-  pip install -r requirements.txt
-  pip install -r requirements-dev.txt
+  pip install poetry
+  poetry install
   python manage.py makemigrations
   python manage.py migrate
   python manage.py collectstatic
@@ -21,7 +21,8 @@ whitelist_externals = rm
 
 [testenv:staticchecks]
 commands =
-  pip install -r requirements-dev.txt
+  pip install poetry --only dev
+  poetry install
   black --check .
   mypy ./
   ruff check .