diff --git a/source/math/CMakeLists.txt b/source/math/CMakeLists.txt
new file mode 100644
index 0000000..eab6622
--- /dev/null
+++ b/source/math/CMakeLists.txt
@@ -0,0 +1,44 @@
+#----------------------------------------------------------------------------
+#  Copyright (c) 2022 Arm Limited. All rights reserved.
+#  SPDX-License-Identifier: Apache-2.0
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#----------------------------------------------------------------------------
+
+#######################################################
+# Math functions for ML pipelines.                    #
+#######################################################
+
+project(arm_math
+        DESCRIPTION "Collection of the optimised math functions for ML pipelines"
+        LANGUAGES C CXX)
+
+add_library(arm_math STATIC)
+
+target_sources(arm_math
+        PRIVATE
+        PlatformMath.cc)
+
+target_include_directories(arm_math PUBLIC include)
+
+target_link_libraries(arm_math PRIVATE log)
+
+if (${CMAKE_SYSTEM_PROCESSOR} STREQUAL cortex-m55)
+    include(${CMAKE_SCRIPTS_DIR}/cmsis-dsp.cmake)
+    target_link_libraries(arm_math PUBLIC cmsis-dsp)
+endif ()
+
+message(STATUS "*******************************************************")
+message(STATUS "Library                                : " arm_math)
+message(STATUS "CMAKE_SYSTEM_PROCESSOR                 : " ${CMAKE_SYSTEM_PROCESSOR})
+message(STATUS "*******************************************************")