diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 00000000..c28a79d1
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,51 @@
+os:
+  - Windows Server 2012 R2
+
+platform:
+  - x86
+#  - x64
+
+matrix:
+  fast_finish: true
+
+init:
+  - call "C:\Program Files (x86)\Microsoft Visual Studio 12.0\VC\vcvarsall.bat" %platform%
+
+before_build:
+  - choco install -y swig
+  - tools/appveyor.win.install.deps.bat
+
+build_script:
+  - tools/appveyor.build.bat
+
+before_test:
+  - set PATH=C:\Python27\scripts;%PATH%
+  - pip install nose
+
+test_script:
+  - cd ..
+  - tools/appveyor.python.nosetests.bat
+
+on_failure:
+  - type "C:\projects\avtranscoder\build\CMakeFiles\CMakeOutput.log"
+
+#on_success:
+#  - create archives
+
+#artifacts:
+#  - path: C:\ProgramData\ffmpeg-2.2.11
+#    name: ffmpeg
+#    type: zip
+
+#  - path: C:\projects\avtranscoder\build
+#    name: avtranscoder
+#    type: zip
+
+#deploy:
+#  - provider: GitHub
+#    artifact: ffmpeg,avtranscoder
+#    auth_token:
+#    secure: <your encrypted token>
+#    on:
+#      branch: master
+#      appveyor_repo_tag: true
diff --git a/tools/appveyor.build.bat b/tools/appveyor.build.bat
new file mode 100755
index 00000000..5d930198
--- /dev/null
+++ b/tools/appveyor.build.bat
@@ -0,0 +1,15 @@
+@echo on
+
+set FFMPEG_VERSION=2.2.11
+
+MKDIR build
+cd build
+
+:: Configure
+call cmake.exe .. -G "NMake Makefiles" -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=%CD% -DCMAKE_PREFIX_PATH=C:\ProgramData\ffmpeg-%FFMPEG_VERSION% -DAVTRANSCODER_PYTHON_VERSION_OF_BINDING=2.7
+
+:: Build & Install
+call nmake /F Makefile
+call nmake /F Makefile install
+
+@echo off
diff --git a/tools/appveyor.python.nosetests.bat b/tools/appveyor.python.nosetests.bat
new file mode 100755
index 00000000..009e457f
--- /dev/null
+++ b/tools/appveyor.python.nosetests.bat
@@ -0,0 +1,23 @@
+@echo on
+
+set PWD=C:\projects\avtranscoder
+set FFMPEG_VERSION=2.2.11
+
+:: Get avtranscoder library
+set PYTHONPATH=%PWD%\build\lib\python2.7\site-packages;%PYTHONPATH%
+set PATH=C:\ProgramData\ffmpeg-%FFMPEG_VERSION%\bin;%PWD%\build\lib;%PATH%
+
+:: Get avtranscoder profiles
+set AVPROFILES=%PWD%\build\share\avprofiles
+
+:: Get assets
+git clone https://github.com/avTranscoder/avTranscoder-data.git
+set AVTRANSCODER_TEST_VIDEO_FILE=%PWD%\avTranscoder-data/video\BigBuckBunny\BigBuckBunny_480p_stereo.avi
+set AVTRANSCODER_TEST_AUDIO_WAVE_FILE=%PWD%\avTranscoder-data\audio\frequenciesPerChannel.wav
+set AVTRANSCODER_TEST_AUDIO_MOV_FILE=%PWD%\avTranscoder-data\video\BigBuckBunny\BigBuckBunny_1080p_5_1.mov
+
+:: Launch tests
+cd test\pyTest
+nosetests
+
+@echo off
diff --git a/tools/appveyor.win.install.deps.bat b/tools/appveyor.win.install.deps.bat
new file mode 100755
index 00000000..7368d4f1
--- /dev/null
+++ b/tools/appveyor.win.install.deps.bat
@@ -0,0 +1,19 @@
+@echo on
+
+set FFMPEG_VERSION=2.2.11
+
+if %platform% == x86 set PLATFORM_VERSION=32
+if %platform% == X64 set PLATFORM_VERSION=64
+
+:: Installing ffmpeg dev (include + apps)
+curl -kLO http://ffmpeg.zeranoe.com/builds/win%PLATFORM_VERSION%/dev/ffmpeg-%FFMPEG_VERSION%-win%PLATFORM_VERSION%-dev.7z
+7z x ffmpeg-%FFMPEG_VERSION%-win%PLATFORM_VERSION%-dev.7z
+
+:: Installing ffmpeg shared (libs)
+curl -kLO http://ffmpeg.zeranoe.com/builds/win%PLATFORM_VERSION%/shared/ffmpeg-%FFMPEG_VERSION%-win%PLATFORM_VERSION%-shared.7z
+7z x ffmpeg-%FFMPEG_VERSION%-win%PLATFORM_VERSION%-shared.7z
+
+move ffmpeg-%FFMPEG_VERSION%-win%PLATFORM_VERSION%-shared\bin ffmpeg-%FFMPEG_VERSION%-win%PLATFORM_VERSION%-dev
+move ffmpeg-%FFMPEG_VERSION%-win%PLATFORM_VERSION%-dev C:\ProgramData\ffmpeg-%FFMPEG_VERSION%
+
+@echo off