diff --git a/build_images.bat b/build_images.bat
new file mode 100644
index 0000000..bfc3b3c
--- /dev/null
+++ b/build_images.bat
@@ -0,0 +1,6 @@
+@echo off
+echo "Building Python image..."
+docker build -t ez-dash/python .\python
+echo "Building MetricBeat image..."
+docker build -t ez-dash/metricbeat .\metricbeat
+echo "Done!"
diff --git a/setup.bat b/setup.bat
new file mode 100644
index 0000000..34a8c1b
--- /dev/null
+++ b/setup.bat
@@ -0,0 +1,11 @@
+@echo off
+docker version 
+IF %ERRORLEVEL% EQU 0 (
+    echo "Docker is installed!"
+) ELSE (
+    echo "Please install Docker before running!"
+    EXIT 1
+)
+echo "Initializing Docker Swarm..."
+docker swarm init
+echo "Done!"
diff --git a/start.bat b/start.bat
new file mode 100644
index 0000000..eb945f1
--- /dev/null
+++ b/start.bat
@@ -0,0 +1,5 @@
+@echo off
+CALL .\build_images.bat
+echo "Deploying Docker stack ez-dash!"
+docker stack deploy -c docker-compose.yml ez-dash
+echo "Done!"
diff --git a/stop.bat b/stop.bat
new file mode 100644
index 0000000..8463aed
--- /dev/null
+++ b/stop.bat
@@ -0,0 +1,4 @@
+@echo off
+echo "Removing Docker stack ez-dash!"
+docker stack rm ez-dash
+echo "Done!"