diff --git a/.github/workflows/deptry.yml b/.github/workflows/deptry.yml
new file mode 100644
index 0000000..99c4900
--- /dev/null
+++ b/.github/workflows/deptry.yml
@@ -0,0 +1,17 @@
+name: Deptry Dependency Check
+
+on: [push, pull_request]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      # Setup the minimum required python distribution
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+      # Install deptry
+      - run: pip install deptry
+      # Run deptry to check that all dependencies are present.
+      - run: deptry .
diff --git a/README.md b/README.md
index 3ad7bd2..6be8582 100644
--- a/README.md
+++ b/README.md
@@ -9,23 +9,6 @@ This repository contains a script and schema to generate a database storing faul
 - qcore
 - sqlite3
 
-## Setting up development environment
-
-Use [Poetry](https://python-poetry.org/) to setup and manage the virtual enviroment. From within the repo run 
-
-```bash
-$ poetry lock && poetry install
-```
-
-This will install all the dependencies required for development. To start a virtual environment run
-
-```bash
-$ poetry shell
-```
-
-To integrate with PyCharm (if you use it) see [PyCharm's Documentation](https://www.jetbrains.com/help/pycharm/poetry.html#poetry-pyproject)
-
-
 ## Generate your own database
 1. Obtain the CRU fault system solution (ask a member of the software team for this file). It should be a zip file with the following structure
 ```