diff --git a/.appveyor.yml b/.appveyor.yml
new file mode 100644
index 000000000..56f7771f6
--- /dev/null
+++ b/.appveyor.yml
@@ -0,0 +1,42 @@
+image: Visual Studio 2017
+
+
+environment:
+  APPVEYOR_SAVE_CACHE_ON_ERROR: true
+  BOOST_VER: 1_69_0
+  matrix:
+# 32-bit
+    - VCVARS: vcvarsamd64_x86
+      VCPKG_PLATFORM: x86-windows
+      # VCPKG_BOOST_PLATFORM: x86-windows-static
+      
+# 64-bit
+    - VCVARS: vcvars64
+      VCPKG_PLATFORM: x64-windows
+      #VCPKG_BOOST_PLATFORM: x64-windows-static
+      
+cache:
+  - c:\Tools\vcpkg\installed
+  - c:\Tools\vcpkg\packages
+  - c:\Tools\vcpkg\downloads
+
+install:
+  - git submodule update --init --recursive
+  - choco install -y ninja
+  # Add the libfunctionality port
+  - ps: mkdir \tools\vcpkg\ports\libfunctionality
+  - ps: iwr https://raw.githubusercontent.com/rpavlik/vcpkg/openxr/ports/libfunctionality/CONTROL -OutFile \tools\vcpkg\ports\libfunctionality\CONTROL
+  - ps: iwr https://raw.githubusercontent.com/rpavlik/vcpkg/openxr/ports/libfunctionality/portfile.cmake -OutFile \tools\vcpkg\ports\libfunctionality\portfile.cmake
+  - vcpkg install jsoncpp:%VCPKG_PLATFORM% opencv:%VCPKG_PLATFORM% libfunctionality:%VCPKG_PLATFORM% sdl2:%VCPKG_PLATFORM%
+  # Grab a qedit header with an MIT license appended from an MS repo
+  - ps: iwr https://raw.githubusercontent.com/microsoft/MixedRealityCompanionKit/master/SpectatorView/Compositor/CompositorDLL/qedit.h -OutFile \projects\qedit.h
+  # - vcpkg install boost-algorithm:%VCPKG_BOOST_PLATFORM% boost-any:%VCPKG_BOOST_PLATFORM% boost-assert:%VCPKG_BOOST_PLATFORM% boost-chrono:%VCPKG_BOOST_PLATFORM% boost-date-time:%VCPKG_BOOST_PLATFORM% boost-filesystem:%VCPKG_BOOST_PLATFORM% boost-interprocess:%VCPKG_BOOST_PLATFORM% boost-intrusive:%VCPKG_BOOST_PLATFORM% boost-lexical-cast:%VCPKG_BOOST_PLATFORM% boost-locale:%VCPKG_BOOST_PLATFORM% boost-mpl:%VCPKG_BOOST_PLATFORM% boost-optional:%VCPKG_BOOST_PLATFORM% boost-range:%VCPKG_BOOST_PLATFORM% boost-thread:%VCPKG_BOOST_PLATFORM% boost-type-traits:%VCPKG_BOOST_PLATFORM% boost-units:%VCPKG_BOOST_PLATFORM% boost-utility:%VCPKG_BOOST_PLATFORM% boost-variant:%VCPKG_BOOST_PLATFORM% boost-program-options:%VCPKG_BOOST_PLATFORM%
+  - ps: if ($env:VCPKG_PLATFORM -eq "x64-windows") {$blockRdp = $true; iex ((new-object net.webclient).DownloadString('https://raw.githubusercontent.com/appveyor/ci/master/scripts/enable-rdp.ps1'))}
+
+
+
+build_script:
+- cmd: >-
+    call "C:\\Program Files (x86)\\Microsoft Visual Studio\\2017\\Community\\VC\\Auxiliary\\Build\\%VCVARS%.bat" &&
+    cmake -GNinja -Bbuild -H. -DCMAKE_TOOLCHAIN_FILE=c:/tools/vcpkg/scripts/buildsystems/vcpkg.cmake -DBUILD_TESTING=OFF -DCMAKE_BUILD_TYPE=Release -DPYTHON_EXECUTABLE=C:/Python37-x64/python.exe -DCMAKE_PREFIX_PATH=C:/Libraries/boost_%BOOST_VER%;C:/Tools/vcpkg/installed/%VCPKG_PLATFORM%;C:/projects -DVCPKG_TARGET_TRIPLET=%VCPKG_PLATFORM% &&
+    ninja -C build