diff --git a/docs/documentation.md b/docs/documentation.md
index 464cf5b..c9cb588 100644
--- a/docs/documentation.md
+++ b/docs/documentation.md
@@ -34,9 +34,8 @@
 
 Before starting the setup process, please make sure that you have:
 
-- Linux x86_64 based machine or Windows Subsystem for Linux is
-    preferable. Windows can be used as a build environment but cannot
-    run Fast Model simulations.
+- Linux x86_64 based machine or Windows Subsystem for Linux is preferable. 
+  Unfortunately, Windows is not supported as a build environment yet.
 
 - Arm Compiler license (version 6.14 or above).
 
diff --git a/docs/sections/building.md b/docs/sections/building.md
index f564ce6..921d8cf 100644
--- a/docs/sections/building.md
+++ b/docs/sections/building.md
@@ -81,7 +81,7 @@
     python3 -m venv
     ```
 
-- Make or MinGW make For Windows
+- Make
 
     ```commandline
     make --version
@@ -275,16 +275,6 @@
     -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/bare-metal-toolchain.cmake ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"`:
-
-```commandline
-cmake \
-    -G "MinGW Makefiles" \
-    -DTARGET_PLATFORM=mps3 \
-    -DTARGET_SUBSYSTEM=sse-300 \
-    -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/bare-metal-toolchain.cmake ..
-```
-
 Toolchain option `CMAKE_TOOLCHAIN_FILE` points to the toolchain specific
 file to set the compiler and platform specific parameters.
 
@@ -355,16 +345,6 @@
     -DTARGET_PLATFORM=native \
     -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/native-toolchain.cmake ..
 ```
-
-For Windows add `-G "MinGW Makefiles"`:
-
-```commandline
-cmake \
-    -DTARGET_PLATFORM=native \
-    -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/native-toolchain.cmake \
-    -G "MinGW Makefiles ..
-```
-
 Results of the build will be placed under `build/bin/` folder:
 
 ```tree
@@ -398,13 +378,7 @@
 make -j4
 ```
 
-or for Windows:
-
-```commandline
-mingw32-make -j4
-```
-
-Add `VERBOSE=1` to see compilation and link details.
+Add `VERBOSE=1` to see compilation and link details.
 
 Results of the build will be placed under `build/bin` folder, an
 example:
diff --git a/docs/sections/customizing.md b/docs/sections/customizing.md
index 346a34c..8781855 100644
--- a/docs/sections/customizing.md
+++ b/docs/sections/customizing.md
@@ -723,8 +723,6 @@
   -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/bare-metal-toolchain.cmake ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"` to the CMake command.
-
 As a result, `ethos-u-hello_world.axf` should be created, MPS3 build
 will also produce `sectors/hello_world` directory with binaries and
 `images-hello_world.txt` to be copied to the board MicroSD card.
diff --git a/docs/use_cases/ad.md b/docs/use_cases/ad.md
index 9014c96..93a9993 100644
--- a/docs/use_cases/ad.md
+++ b/docs/use_cases/ad.md
@@ -115,17 +115,6 @@
     -DUSE_CASE_BUILD=ad ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"`:
-
-```commandline
-cmake \
-    -G "MinGW Makefiles" \
-    -DTARGET_PLATFORM=mps3 \
-    -DTARGET_SUBSYSTEM=sse-300 \
-    -DCMAKE_TOOLCHAIN_FILE=./scripts/cmake/bare-metal-toolchain.cmake \
-    -DUSE_CASE_BUILD=ad ..
-```
-
 Toolchain option `CMAKE_TOOLCHAIN_FILE` points to the toolchain specific file to set the compiler and platform specific
 parameters.
 
@@ -259,9 +248,6 @@
     -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/bare-metal-toolchain.cmake \
     -DUSE_CASE_BUILD=ad ..
 ```
-
-For Windows, add `-G "MinGW Makefiles"` to the CMake command.
-
 The images found in the _DIR folder will be picked up and automatically converted to C++ files during the CMake
 configuration stage and then compiled into the application during the build phase for performing inference with.
 
diff --git a/docs/use_cases/asr.md b/docs/use_cases/asr.md
index fa93d9a..6ae1fc1 100644
--- a/docs/use_cases/asr.md
+++ b/docs/use_cases/asr.md
@@ -154,18 +154,6 @@
     -DCMAKE_TOOLCHAIN_FILE=./scripts/cmake/bare-metal-toolchain.cmake \
     -DUSE_CASE_BUILD=asr ..
 ```
-
-For Windows, add `-G "MinGW Makefiles"`:
-
-```commandline
-cmake \
-    -G "MinGW Makefiles" \
-    -DTARGET_PLATFORM=mps3 \
-    -DTARGET_SUBSYSTEM=sse-300 \
-    -DCMAKE_TOOLCHAIN_FILE=./scripts/cmake/bare-metal-toolchain.cmake \
-    -DUSE_CASE_BUILD=asr ..
-```
-
 Toolchain option `CMAKE_TOOLCHAIN_FILE` points to the toolchain specific file to set the compiler and platform specific
 parameters.
 
@@ -293,8 +281,6 @@
     -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/bare-metal-toolchain.cmake ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"` to the CMake command.
-
 The audio clips found in the `asr_FILE_PATH` folder will be picked up and automatically converted to C++ files during the
 CMake configuration stage and then compiled into the application during the build phase for performing inference with.
 
diff --git a/docs/use_cases/img_class.md b/docs/use_cases/img_class.md
index 9ba6d8c..40d80b0 100644
--- a/docs/use_cases/img_class.md
+++ b/docs/use_cases/img_class.md
@@ -83,17 +83,6 @@
     -DUSE_CASE_BUILD=img_class ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"`:
-
-```commandline
-cmake \
-    -G "MinGW Makefiles" \
-    -DTARGET_PLATFORM=mps3 \
-    -DTARGET_SUBSYSTEM=sse-300 \
-    -DCMAKE_TOOLCHAIN_FILE=./scripts/cmake/bare-metal-toolchain.cmake \
-    -DUSE_CASE_BUILD=img_class ..
-```
-
 Toolchain option `CMAKE_TOOLCHAIN_FILE` points to the toolchain specific file to set the compiler and platform specific
 parameters.
 
@@ -221,8 +210,6 @@
     -DUSE_CASE_BUILD=img_class ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"` to the CMake command.
-
 The images found in the `img_class_FILE_PATH` folder will be picked up and automatically converted to C++ files during
 the CMake configuration stage and then compiled into the application during the build phase for performing inference
 with.
diff --git a/docs/use_cases/inference_runner.md b/docs/use_cases/inference_runner.md
index 06f02a4..d090caa 100644
--- a/docs/use_cases/inference_runner.md
+++ b/docs/use_cases/inference_runner.md
@@ -75,17 +75,6 @@
     -DUSE_CASE_BUILD=inference_runner ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"`:
-
-```commandline
-cmake \
-    -G "MinGW Makefiles" \
-    -DTARGET_PLATFORM=mps3 \
-    -DTARGET_SUBSYSTEM=sse-300 \
-    -DCMAKE_TOOLCHAIN_FILE=./scripts/cmake/bare-metal-toolchain.cmake \
-    -DUSE_CASE_BUILD=inference_runner ..
-```
-
 Toolchain option `CMAKE_TOOLCHAIN_FILE` points to the toolchain specific file to set the compiler and platform specific
 parameters.
 
@@ -208,8 +197,6 @@
   -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/bare-metal-toolchain.cmake ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"` to the CMake command.
-
 > **Note:** Clean the build directory before re-running the CMake command.
 
 The `.tflite` model file pointed to by `inference_runner_MODEL_TFLITE_PATH` will be converted to C++ files during the CMake
diff --git a/docs/use_cases/kws.md b/docs/use_cases/kws.md
index b1f0b26..0147e96 100644
--- a/docs/use_cases/kws.md
+++ b/docs/use_cases/kws.md
@@ -124,17 +124,6 @@
     -DUSE_CASE_BUILD=kws ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"`:
-
-```commandline
-cmake \
-    -G "MinGW Makefiles" \
-    -DTARGET_PLATFORM=mps3 \
-    -DTARGET_SUBSYSTEM=sse-300 \
-    -DCMAKE_TOOLCHAIN_FILE=./scripts/cmake/bare-metal-toolchain.cmake \
-    -DUSE_CASE_BUILD=kws ..
-```
-
 Toolchain option `CMAKE_TOOLCHAIN_FILE` points to the toolchain specific file to set the compiler and platform specific
 parameters.
 
@@ -258,8 +247,6 @@
     -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/bare-metal-toolchain.cmake..
 ```
 
-For Windows, add `-G "MinGW Makefiles"` to the CMake command.
-
 The audio clips found in the `kws_FILE_PATH` folder will be picked up and automatically converted to C++ files during the
 CMake configuration stage and then compiled into the application during the build phase for performing inference with.
 
diff --git a/docs/use_cases/kws_asr.md b/docs/use_cases/kws_asr.md
index bcb5ed1..55989c7 100644
--- a/docs/use_cases/kws_asr.md
+++ b/docs/use_cases/kws_asr.md
@@ -195,17 +195,6 @@
     -DUSE_CASE_BUILD=kws_asr ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"`:
-
-```commandline
-cmake \
-    -G "MinGW Makefiles" \
-    -DTARGET_PLATFORM=mps3 \
-    -DTARGET_SUBSYSTEM=sse-300 \
-    -DCMAKE_TOOLCHAIN_FILE=./scripts/cmake/bare-metal-toolchain.cmake \
-    -DUSE_CASE_BUILD=kws_asr ..
-```
-
 Toolchain option `CMAKE_TOOLCHAIN_FILE` points to the toolchain specific file to set the compiler and platform specific
 parameters.
 
@@ -330,8 +319,6 @@
     -DUSE_CASE_BUILD=kws_asr- ..
 ```
 
-For Windows, add `-G "MinGW Makefiles"` to the CMake command.
-
 The files found in the `kws_asr_FILE_PATH` folder will be picked up and automatically converted to C++ files during the
 CMake configuration stage and then compiled into the application during the build phase for performing inference with.