diff --git a/.github/workflows/continous-integration.yml b/.github/workflows/continous-integration.yml
index ea3d194566a3..b50753b1dffb 100644
--- a/.github/workflows/continous-integration.yml
+++ b/.github/workflows/continous-integration.yml
@@ -287,6 +287,12 @@ jobs:
         run: |
           poetry self add setuptools
 
+      - name: Prevent race condition in poetry build
+        # More context about race condition during poetry build can be found here:
+        # https://github.com/python-poetry/poetry/issues/7611#issuecomment-1747836233
+        run: |
+          poetry config installer.max-workers 1
+
       - name: Load Poetry Cached Libraries ⬇
         id: cache-poetry
         if: needs.changes.outputs.backend == 'true'
diff --git a/Makefile b/Makefile
index f3ebb6135e25..23b5799e1d5f 100644
--- a/Makefile
+++ b/Makefile
@@ -136,7 +136,7 @@ prepare-tests-windows:
 # It will retry the installation 5 times if it fails
 # See: https://github.com/actions/virtual-environments/blob/main/images/win/scripts/ImageHelpers/ChocoHelpers.ps1
 prepare-tests-windows-gha:
-	powershell -command "Choco-Install wget graphviz"
+	powershell -command "Install-ChocoPackage wget graphviz"
 
 test: clean
 	# OMP_NUM_THREADS can improve overall performance using one thread by process (on tensorflow), avoiding overload
diff --git a/changelog/712.misc.md b/changelog/712.misc.md
new file mode 100644
index 000000000000..020a19afe7f1
--- /dev/null
+++ b/changelog/712.misc.md
@@ -0,0 +1 @@
+Prevent race condition in poetry build to fix dependency install failures on windows.