diff --git a/BUILD b/BUILD
index fbe538d..53888f8 100644
--- a/BUILD
+++ b/BUILD
@@ -28,6 +28,7 @@ filegroup(
         "OWNERS",
         "README.md",
         "WORKSPACE",
+        "appveyor.yml",
         "include/cpu_features_macros.h",
         "include/cpuinfo_aarch64.h",
         "include/cpuinfo_arm.h",
diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 0000000..d2210b9
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,24 @@
+version: '{build}'
+shallow_clone: true
+
+platform: x64
+
+environment:
+  matrix:
+  - APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
+    CMAKE_GENERATOR: "Visual Studio 15 2017 Win64"
+  - APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2015
+    CMAKE_GENERATOR: "Visual Studio 14 2015 Win64"
+
+matrix:
+  fast_finish: true
+
+before_build:
+  - cmake --version
+  - cmake -H. -Bcmake_build -G "%CMAKE_GENERATOR%"
+
+build_script:
+  - cmake --build cmake_build --config Release --target ALL_BUILD
+
+test_script:
+  - cmake --build cmake_build --config Release --target RUN_TESTS