diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 0000000000..18e6af57e5
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,48 @@
+version: 1.0.{build}
+image: Visual Studio 2017
+build: off
+
+environment:
+  AWS_DEFAULT_REGION: us-east-1
+  SAM_CLI_DEV: 1
+  
+  matrix:
+    - PYTHON_HOME: "C:\\Python27-x64"
+      PYTHON_VERSION: '2.7'
+      PYTHON_ARCH: '32'
+
+    - PYTHON_HOME: "C:\\Python36-x64"
+      PYTHON_VERSION: '3.6'
+      PYTHON_ARCH: '64'
+
+    # Testing on both 32bit and 64bit Windows only for Latest Python version,
+    # because MSIs installers use Latest Python version
+    - PYTHON_HOME: "C:\\Python37"
+      PYTHON_VERSION: '3.7'
+      PYTHON_ARCH: '32'
+
+    - PYTHON_HOME: "C:\\Python37-x64"
+      PYTHON_VERSION: '3.7'
+      PYTHON_ARCH: '64'
+
+install:
+
+    # Upgrade setuptools, wheel and virtualenv
+    - "python -m pip install --upgrade setuptools wheel virtualenv"
+
+    # Create new virtual environment and activate it
+    - "rm -rf venv"
+    - "python -m virtualenv venv"
+    - "venv\\Scripts\\activate"
+    - "python -c \"import sys; print(sys.executable)\""
+
+    # Actually install SAM CLI's dependencies
+    - "pip install -e \".[dev]\""
+
+test_script:
+    - "pytest --cov samcli --cov-report term-missing --cov-fail-under 95 tests\\unit"
+    - "flake8 samcli"
+    - "flake8 tests\\unit tests\\integration"
+    - "pylint --rcfile .pylintrc samcli"
+
+