diff --git a/.github/workflows/nightly-build.yml b/.github/workflows/nightly-build.yml
index d4b0f1dc66b..f121be58827 100644
--- a/.github/workflows/nightly-build.yml
+++ b/.github/workflows/nightly-build.yml
@@ -71,34 +71,29 @@ jobs:
           repository: oneapi-src/oneDAL
       - name: Install DPC++
         run: |
-          $env:PATH="C:\msys64\usr\bin;$env:PATH"
-          echo $env:PATH=C:\msys64\usr\bin;$env:PATH >> $env.GITHUB_ENV
           & .ci/scripts/install_dpc.ps1
       - name: Prepare Intel OpenCL CPU runtime
         run: |
           # Store the unpacked runtime to centralize and reduce external downloads
-          $env:PATH="C:\msys64\usr\bin;$env:PATH"
           & .ci/scripts/collect_opencl_rt.ps1
       - name: System Info
         run: |
-          echo "source dpcpp"
+          $env:PATH="C:\msys64\usr\bin;$env:PATH"
+          pip install cpufeature
           cmd.exe "/K" '".\dpcpp\compiler\latest\env\vars.bat" && powershell'
           Get-Variable -Scope script
           bash .ci/scripts/describe_system.sh
       - name: Make daal
-        shell: cmd
         run: |
-          call .\.ci\scripts\build.bat daal vc avx2
+          & .\.ci\scripts\build.bat daal vc avx2
       - name: Make onedal
-        shell: cmd
         run: |
-          call .\.ci\scripts\build.bat onedal_c vc avx2
+          & .\.ci\scripts\build.bat onedal_c vc avx2
       - name: Make oneapi_dpc
-        shell: cmd
         run: |
-          call .\dpcpp\compiler\latest\env\vars.bat
-          call .\dpcpp\compiler\latest\bin\sycl-ls.exe
-          call .\.ci\scripts\build.bat onedal_dpc vc avx2
+          & .\dpcpp\compiler\latest\env\vars.bat
+          Start-Process ".\dpcpp\compiler\latest\bin\sycl-ls.exe" -Wait
+          & .\.ci\scripts\build.bat onedal_dpc vc avx2
       - name: Archive build
         uses: actions/upload-artifact@v4
         with: