diff --git a/tools/integration.sh b/tools/integration.sh
index 9382b641..53c06023 100644
--- a/tools/integration.sh
+++ b/tools/integration.sh
@@ -5,9 +5,11 @@ function mkvenv {
 
     rm -rf $venv
     virtualenv $venv
-    $venv/bin/pip install -U pip
+    $venv/bin/pip install -U pip wheel
 }
 
+export PIP_USE_WHEEL=true
+
 # BASE should be a directory with a subdir called "new" and in that
 #      dir, there should be a git repository for every entry in PROJECTS
 BASE=${BASE:-/opt/stack}