diff --git a/CMakeLists.txt b/CMakeLists.txt
index 7d4618644..a58801b4c 100755
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -26,6 +26,17 @@ SET (PACKAGE_INC_INSTALL_DIR ${CMAKE_INSTALL_PREFIX}/inc)
 option (USE_LIBFTDI "USE_LIBFTDI" OFF)
 option (USE_OPENMP "USE_OPENMP" OFF)
 option (WARNINGS_AS_ERRORS "WARNINGS_AS_ERRORS" OFF)
+
+if (APPLE AND USE_OPENMP)
+    if (NOT DEFINED OpenMP_ROOT AND NOT DEFINED ENV{OpenMP_ROOT})
+        if (EXISTS "/opt/homebrew/opt/libomp")
+            set (OpenMP_ROOT "/opt/homebrew/opt/libomp")
+        elseif (EXISTS "/usr/local/opt/libomp")
+            set (OpenMP_ROOT "/usr/local/opt/libomp")
+        endif ()
+    endif ()
+endif ()
+
 option (BUILD_OYMOTION_SDK "BUILD_OYMOTION_SDK" OFF)
 option (BUILD_SYNCHRONI_SDK "BUILD_SYNCHRONI_SDK" ON)
 option (BUILD_BLUETOOTH "BUILD_BLUETOOTH" OFF)
diff --git a/docs/BuildBrainFlow.rst b/docs/BuildBrainFlow.rst
index 6a87bdcca..b11b0a817 100644
--- a/docs/BuildBrainFlow.rst
+++ b/docs/BuildBrainFlow.rst
@@ -280,6 +280,36 @@ MacOS
         python3 build.py --help
 
 
+OpenMP Acceleration
+~~~~~~~~~~~~~~~~~~~~
+
+BrainFlow supports multi-core parallel execution via OpenMP for intensive data handling routines, including multi-channel signal filtering, wavelet denoising, and band power calculations across channels.
+
+To build BrainFlow with OpenMP support, first ensure that the OpenMP development package is available on your system:
+
+- **Linux:** Install the OpenMP development headers using your package manager, e.g. :code:`sudo apt-get install libomp-dev` on Debian/Ubuntu or :code:`sudo dnf install libgomp` on Fedora/RHEL.
+- **MacOS:** Install OpenMP via Homebrew: :code:`brew install libomp`. BrainFlow's build configuration automatically discovers Homebrew's :code:`libomp` installation.
+- **Windows:** OpenMP is included with MSVC in Visual Studio; no additional installation is needed.
+
+.. compound::
+
+    Using :code:`build.py`: ::
+
+        python3 tools/build.py --use-openmp
+
+.. compound::
+
+    Using CMake directly: ::
+
+        cmake -B build -DUSE_OPENMP=ON
+        cmake --build build --config Release
+
+.. note::
+
+    On Apple Silicon macOS, Homebrew's :code:`libomp` is built for the native architecture (:code:`arm64`). When :code:`--use-openmp` is specified without an explicit :code:`--cmake-osx-architectures`, :code:`tools/build.py` automatically configures the build for your machine's native architecture. If invoking CMake directly on Apple Silicon, pass :code:`-DCMAKE_OSX_ARCHITECTURES=arm64` (or :code:`x86_64` on Intel Macs).
+
+
+
 Android
 ---------
 
diff --git a/src/data_handler/build.cmake b/src/data_handler/build.cmake
index 7aa3d5b50..f2e2bdc5d 100644
--- a/src/data_handler/build.cmake
+++ b/src/data_handler/build.cmake
@@ -1,7 +1,9 @@
+
 include (${CMAKE_CURRENT_SOURCE_DIR}/third_party/DSPFilters/build.cmake)
 include (${CMAKE_CURRENT_SOURCE_DIR}/third_party/wavelib/build.cmake)
 include (${CMAKE_CURRENT_SOURCE_DIR}/third_party/kissfft/build.cmake)
 
+
 if (CMAKE_SIZEOF_VOID_P EQUAL 8)
     SET (DATA_HANDLER_NAME "DataHandler")
     if (APPLE)
diff --git a/third_party/kissfft/build.cmake b/third_party/kissfft/build.cmake
index 413e226e6..dd8cc42fd 100644
--- a/third_party/kissfft/build.cmake
+++ b/third_party/kissfft/build.cmake
@@ -143,7 +143,13 @@ endif()
 #
 
 if(KISSFFT_OPENMP)
-    if(CMAKE_C_COMPILER_ID MATCHES "GNU|Clang|AppleClang")
+    find_package(OpenMP)
+    if(TARGET OpenMP::OpenMP_C)
+        target_link_libraries(kissfft PRIVATE OpenMP::OpenMP_C)
+    elseif(OpenMP_C_FOUND)
+        target_compile_options(kissfft PRIVATE ${OpenMP_C_FLAGS})
+        target_link_libraries(kissfft PRIVATE ${OpenMP_C_LIBRARIES})
+    elseif(CMAKE_C_COMPILER_ID MATCHES "GNU|Clang|AppleClang|MSVC")
         if (NOT MSVC)
             target_compile_options(kissfft PRIVATE -fopenmp)
             if(${CMAKE_VERSION} VERSION_LESS "3.13.0")
@@ -159,11 +165,11 @@ if(KISSFFT_OPENMP)
                 target_link_options(kissfft PRIVATE "/openmp")
             endif()
         endif()
-        set(KISSFFT_EXPORT_SUFFIX "-openmp")
-        set(KISSFFT_OUTPUT_NAME "kissfft-${KISSFFT_DATATYPE}-openmp")
     else()
         message(FATAL_ERROR "Don't know how to enable OpenMP for this compiler")
     endif()
+    set(KISSFFT_EXPORT_SUFFIX "-openmp")
+    set(KISSFFT_OUTPUT_NAME "kissfft-${KISSFFT_DATATYPE}-openmp")
 endif()
 
 #
@@ -227,7 +233,9 @@ function(add_kissfft_executable NAME)
         set_target_properties(${NAME} PROPERTIES
             OUTPUT_NAME "${NAME}-${KISSFFT_DATATYPE}")
     else()
-        if (NOT MSVC)
+        if(TARGET OpenMP::OpenMP_C)
+            target_link_libraries(${NAME} PRIVATE OpenMP::OpenMP_C)
+        elseif (NOT MSVC)
             target_compile_options(${NAME} PRIVATE -fopenmp)
             if(${CMAKE_VERSION} VERSION_LESS "3.13.0")
                 target_link_libraries(${NAME} PRIVATE "-fopenmp")
diff --git a/tools/build.py b/tools/build.py
index 5a93d08bd..fb1b42648 100644
--- a/tools/build.py
+++ b/tools/build.py
@@ -170,14 +170,8 @@ def prepare_args():
                     '--cmake-system-version', type=str,
                     help='system version for win', required=False)
     elif platform.system() == 'Darwin':
-        macos_ver = platform.mac_ver()[0]
-        versions = [int(x) for x in macos_ver.split('.')]
-        if versions[0] >= 11:
-            parser.add_argument('--cmake-osx-architectures', type=str,
-                                help='archs for osx', required=False, default='arm64;x86_64')
-        else:
-            parser.add_argument('--cmake-osx-architectures',
-                                type=str, help='archs for osx', required=False)
+        parser.add_argument('--cmake-osx-architectures', type=str,
+                            help='archs for osx', required=False, default=None)
         parser.add_argument('--cmake-osx-deployment-target', type=str,
                             help='min supported version of osx', required=False, default='10.15')
         parser.add_argument('--use-libftdi', action='store_true')
@@ -260,9 +254,23 @@ def config(args):
         cmd_config.append('-DUSE_OPENMP=ON')
     if hasattr(args, 'oymotion') and args.oymotion:
         cmd_config.append('-DBUILD_OYMOTION_SDK=ON')
-    if hasattr(args, 'cmake_osx_architectures') and args.cmake_osx_architectures:
-        cmd_config.append('-DCMAKE_OSX_ARCHITECTURES=%s' %
-                          args.cmake_osx_architectures)
+    if hasattr(args, 'cmake_osx_architectures'):
+        osx_arch = args.cmake_osx_architectures
+        if osx_arch is None:
+            if args.use_openmp:
+                print('Building with OpenMP on macOS: defaulting architecture to native %s because Homebrew libomp is single-architecture.' % platform.machine())
+                osx_arch = platform.machine()
+            else:
+                macos_ver = platform.mac_ver()[0]
+                if macos_ver:
+                    try:
+                        major_ver = int(macos_ver.split('.')[0])
+                        if major_ver >= 11:
+                            osx_arch = 'arm64;x86_64'
+                    except ValueError:
+                        pass
+        if osx_arch:
+            cmd_config.append('-DCMAKE_OSX_ARCHITECTURES=%s' % osx_arch)
     if hasattr(args, 'cmake_osx_deployment_target') and args.cmake_osx_deployment_target:
         cmd_config.append('-DCMAKE_OSX_DEPLOYMENT_TARGET=%s' %
                           args.cmake_osx_deployment_target)