diff --git a/CMakeLists.txt b/CMakeLists.txt
index 4c308a56f..8540a68b5 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -71,6 +71,7 @@ endif()
 option(ENABLE_CUBLAS_BACKEND "" OFF)
 option(ENABLE_CURAND_BACKEND "" OFF)
 option(ENABLE_NETLIB_BACKEND "" OFF)
+set(ONEMKL_SYCL_IMPLEMENTATION "dpc++" CACHE STRING "Name of the SYCL compiler")
 
 ## Domains
 set(DOMAINS_LIST "")
@@ -131,7 +132,26 @@ list(APPEND CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/cmake")
 if(WIN32)
   add_library(ONEMKL::SYCL::SYCL INTERFACE IMPORTED)
 else()
-  find_package(Compiler REQUIRED)
+  # Find necessary packages
+  if(ONEMKL_SYCL_IMPLEMENTATION)
+    string( TOLOWER "${ONEMKL_SYCL_IMPLEMENTATION}" ONEMKL_SYCL_IMPLEMENTATION)
+    if (ONEMKL_SYCL_IMPLEMENTATION STREQUAL "hipsycl")
+      message(STATUS "Looking for hipSYCL")
+      find_package(hipSYCL CONFIG REQUIRED)
+      set(USE_ADD_SYCL_TO_TARGET_INTEGRATION true)
+      add_library(ONEMKL::SYCL::SYCL INTERFACE IMPORTED)
+    elseif(ONEMKL_SYCL_IMPLEMENTATION STREQUAL "dpc++")
+      message(STATUS "Looking for dpc++")
+      set(USE_ADD_SYCL_TO_TARGET_INTEGRATION false)
+      find_package(Compiler REQUIRED)
+    else()
+      message(FATAL_ERROR "SYCL implementation ${ONEMKL_SYCL_IMPLEMENTATION} is not known")
+    endif()
+  else()
+    message(STATUS "Looking for dpc++")
+    set(USE_ADD_SYCL_TO_TARGET_INTEGRATION false)
+    find_package(Compiler REQUIRED)
+  endif()
 endif()
 
 # Add source directory and output to bin/
diff --git a/src/blas/CMakeLists.txt b/src/blas/CMakeLists.txt
index 3c7e43897..3656c5ac1 100644
--- a/src/blas/CMakeLists.txt
+++ b/src/blas/CMakeLists.txt
@@ -37,6 +37,10 @@ target_compile_options(onemkl_blas PRIVATE ${ONEMKL_BUILD_COPT})
 set_target_properties(onemkl_blas PROPERTIES
   POSITION_INDEPENDENT_CODE ON
 )
-target_link_libraries(onemkl_blas PUBLIC ONEMKL::SYCL::SYCL)
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET onemkl_blas SOURCES blas_loader.cpp)
+else()
+  target_link_libraries(onemkl_blas PUBLIC ONEMKL::SYCL::SYCL)
 endif()
 
+endif()
diff --git a/src/blas/backends/cublas/CMakeLists.txt b/src/blas/backends/cublas/CMakeLists.txt
index 195570b3a..ef42af369 100644
--- a/src/blas/backends/cublas/CMakeLists.txt
+++ b/src/blas/backends/cublas/CMakeLists.txt
@@ -20,17 +20,16 @@
 set(LIB_NAME onemkl_blas_cublas)
 set(LIB_OBJ ${LIB_NAME}_obj)
 find_package(cuBLAS REQUIRED)
-
+set(SOURCES cublas_level1.cpp 
+                cublas_level2.cpp 
+                cublas_level3.cpp 
+                cublas_batch.cpp 
+                cublas_extensions.cpp 
+                cublas_scope_handle.cpp 
+                $<$<BOOL:${BUILD_SHARED_LIBS}>: cublas_wrappers.cpp>)
 add_library(${LIB_NAME})
-add_library(${LIB_OBJ} OBJECT
-  cublas_level1.cpp
-  cublas_level2.cpp
-  cublas_level3.cpp
-  cublas_batch.cpp
-  cublas_extensions.cpp
-  cublas_scope_handle.cpp
-  $<$<BOOL:${BUILD_SHARED_LIBS}>: cublas_wrappers.cpp>
-)
+add_library(${LIB_OBJ} OBJECT ${SOURCES})
+
 target_include_directories(${LIB_OBJ}
   PRIVATE ${PROJECT_SOURCE_DIR}/include
           ${PROJECT_SOURCE_DIR}/src/include
@@ -43,7 +42,9 @@ set_target_properties(${LIB_OBJ} PROPERTIES
   POSITION_INDEPENDENT_CODE ON)
 
 target_link_libraries(${LIB_NAME} PUBLIC ${LIB_OBJ})
-
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET ${LIB_OBJ} SOURCES ${SOURCES})
+endif()
 # Add major version to the library
 set_target_properties(${LIB_NAME} PROPERTIES
   SOVERSION ${PROJECT_VERSION_MAJOR}
diff --git a/src/blas/backends/mklcpu/CMakeLists.txt b/src/blas/backends/mklcpu/CMakeLists.txt
index 0eac2cdbc..82e95661c 100644
--- a/src/blas/backends/mklcpu/CMakeLists.txt
+++ b/src/blas/backends/mklcpu/CMakeLists.txt
@@ -21,13 +21,14 @@ set(LIB_NAME onemkl_blas_mklcpu)
 set(LIB_OBJ ${LIB_NAME}_obj)
 
 find_package(MKL REQUIRED)
-
-add_library(${LIB_NAME})
-add_library(${LIB_OBJ} OBJECT
-  mklcpu_common.hpp
+set(SOURCES mklcpu_common.hpp
   mklcpu_level1.cpp mklcpu_level2.cpp mklcpu_level3.cpp mklcpu_batch.cpp mklcpu_extensions.cpp
-  $<$<BOOL:${BUILD_SHARED_LIBS}>: mklcpu_wrappers.cpp>
-)
+  $<$<BOOL:${BUILD_SHARED_LIBS}>: mklcpu_wrappers.cpp>)
+add_library(${LIB_NAME})
+add_library(${LIB_OBJ} OBJECT ${SOURCES})
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET ${LIB_OBJ} SOURCES ${SOURCES})
+endif()
 
 target_include_directories(${LIB_OBJ}
   PRIVATE ${PROJECT_SOURCE_DIR}/include
diff --git a/src/rng/CMakeLists.txt b/src/rng/CMakeLists.txt
index 357d71fe6..48e8909a6 100644
--- a/src/rng/CMakeLists.txt
+++ b/src/rng/CMakeLists.txt
@@ -37,5 +37,10 @@ target_compile_options(onemkl_rng PRIVATE ${ONEMKL_BUILD_COPT})
 set_target_properties(onemkl_rng PROPERTIES
   POSITION_INDEPENDENT_CODE ON
 )
-target_link_libraries(onemkl_rng PUBLIC ONEMKL::SYCL::SYCL)
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET onemkl_rng SOURCES rng_loader.cpp)
+else()
+  target_link_libraries(onemkl_rng PUBLIC ONEMKL::SYCL::SYCL)
+endif()
+
 endif()
diff --git a/src/rng/backends/curand/CMakeLists.txt b/src/rng/backends/curand/CMakeLists.txt
index 53318d761..41c2da185 100644
--- a/src/rng/backends/curand/CMakeLists.txt
+++ b/src/rng/backends/curand/CMakeLists.txt
@@ -60,12 +60,12 @@ set(LIB_NAME onemkl_rng_curand)
 set(LIB_OBJ ${LIB_NAME}_obj)
 find_package(cuRAND REQUIRED)
 
-add_library(${LIB_NAME})
-add_library(${LIB_OBJ} OBJECT
-  philox4x32x10.cpp
+set(SOURCES philox4x32x10.cpp
   mrg32k3a.cpp
-  $<$<BOOL:${BUILD_SHARED_LIBS}>: mkl_rng_curand_wrappers.cpp>
-)
+  $<$<BOOL:${BUILD_SHARED_LIBS}>: mkl_rng_curand_wrappers.cpp>)
+
+add_library(${LIB_NAME})
+add_library(${LIB_OBJ} OBJECT ${SOURCES})
 
 target_include_directories(${LIB_OBJ}
   PRIVATE ${PROJECT_SOURCE_DIR}/include
@@ -81,7 +81,9 @@ set_target_properties(${LIB_OBJ} PROPERTIES
 )
 
 target_link_libraries(${LIB_NAME} PUBLIC ${LIB_OBJ})
-
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET ${LIB_OBJ} SOURCES ${SOURCES})
+endif()
 # Add major version to the library
 set_target_properties(${LIB_NAME} PROPERTIES
   SOVERSION ${PROJECT_VERSION_MAJOR}
diff --git a/src/rng/backends/mklcpu/CMakeLists.txt b/src/rng/backends/mklcpu/CMakeLists.txt
index 76dea279e..984eeabe3 100644
--- a/src/rng/backends/mklcpu/CMakeLists.txt
+++ b/src/rng/backends/mklcpu/CMakeLists.txt
@@ -22,14 +22,14 @@ set(LIB_OBJ ${LIB_NAME}_obj)
 
 find_package(MKL REQUIRED)
 
-add_library(${LIB_NAME})
-add_library(${LIB_OBJ} OBJECT
-  cpu_common.hpp
+set(SOURCES cpu_common.hpp
   philox4x32x10.cpp
   mrg32k3a.cpp
   $<$<BOOL:${BUILD_SHARED_LIBS}>: mkl_rng_cpu_wrappers.cpp>
 )
 
+add_library(${LIB_NAME})
+add_library(${LIB_OBJ} OBJECT ${SOURCES})
 target_include_directories(${LIB_OBJ}
   PRIVATE ${PROJECT_SOURCE_DIR}/include
           ${PROJECT_SOURCE_DIR}/src
@@ -38,7 +38,9 @@ target_include_directories(${LIB_OBJ}
 )
 
 target_compile_options(${LIB_OBJ} PRIVATE ${ONEMKL_BUILD_COPT} ${MKL_COPT})
-
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET ${LIB_OBJ} SOURCES ${SOURCES})
+endif()
 target_link_libraries(${LIB_OBJ} PUBLIC ONEMKL::SYCL::SYCL ${MKL_LINK_C})
 
 set_target_properties(${LIB_OBJ} PROPERTIES
diff --git a/tests/unit_tests/CMakeLists.txt b/tests/unit_tests/CMakeLists.txt
index cb967dc26..10b436e04 100644
--- a/tests/unit_tests/CMakeLists.txt
+++ b/tests/unit_tests/CMakeLists.txt
@@ -68,7 +68,12 @@ foreach(domain ${TARGET_DOMAINS})
 
   add_executable(test_main_${domain}_ct main_test.cpp)
   target_include_directories(test_main_${domain}_ct PUBLIC ${GTEST_INCLUDE_DIR})
-  target_compile_options(test_main_${domain}_ct PRIVATE -fsycl)
+  
+  if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+    add_sycl_to_target(TARGET test_main_${domain}_ct SOURCES main_test.cpp)
+  else()
+    target_compile_options(test_main_${domain}_ct PRIVATE -fsycl)
+  endif()
 
   if(BUILD_SHARED_LIBS)
     add_executable(test_main_${domain}_rt main_test.cpp)
@@ -83,6 +88,9 @@ foreach(domain ${TARGET_DOMAINS})
       onemkl
       ${${domain}_TEST_LIST_RT}
     )
+    if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+      add_sycl_to_target(TARGET test_main_${domain}_rt SOURCES main_test.cpp)
+    endif()
   endif()
 
   if(ENABLE_MKLCPU_BACKEND)
@@ -140,5 +148,8 @@ foreach(domain ${TARGET_DOMAINS})
     PROPERTIES TEST_PREFIX ${DOMAIN_PREFIX}/CT/
     DISCOVERY_TIMEOUT 30
   )
+  if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+    add_sycl_to_target(TARGET test_main_${domain}_rt)
+  endif()
 
 endforeach()
diff --git a/tests/unit_tests/blas/batch/CMakeLists.txt b/tests/unit_tests/blas/batch/CMakeLists.txt
index 1a328d1ce..d28828e8a 100644
--- a/tests/unit_tests/blas/batch/CMakeLists.txt
+++ b/tests/unit_tests/blas/batch/CMakeLists.txt
@@ -31,7 +31,11 @@ if(BUILD_SHARED_LIBS)
       PUBLIC ${CMAKE_BINARY_DIR}/bin
       PUBLIC ${CBLAS_INCLUDE}
   )
-  target_link_libraries(blas_batch_rt PUBLIC ONEMKL::SYCL::SYCL)
+  if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+    add_sycl_to_target(TARGET blas_batch_rt SOURCES ${BATCH_SOURCES})
+  else()
+    target_link_libraries(blas_batch_rt PUBLIC ONEMKL::SYCL::SYCL)
+  endif()
 endif()
 
 add_library(blas_batch_ct OBJECT ${BATCH_SOURCES})
@@ -44,4 +48,8 @@ target_include_directories(blas_batch_ct
     PUBLIC ${CMAKE_BINARY_DIR}/bin
     PUBLIC ${CBLAS_INCLUDE}
 )
-target_link_libraries(blas_batch_ct PUBLIC ONEMKL::SYCL::SYCL)
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET blas_batch_ct SOURCES ${BATCH_SOURCES})
+else()
+  target_link_libraries(blas_batch_ct PUBLIC ONEMKL::SYCL::SYCL)
+endif()
diff --git a/tests/unit_tests/blas/extensions/CMakeLists.txt b/tests/unit_tests/blas/extensions/CMakeLists.txt
index 9a0ffbd4d..94e2460f5 100644
--- a/tests/unit_tests/blas/extensions/CMakeLists.txt
+++ b/tests/unit_tests/blas/extensions/CMakeLists.txt
@@ -31,7 +31,11 @@ if(BUILD_SHARED_LIBS)
       PUBLIC ${CMAKE_BINARY_DIR}/bin
       PUBLIC ${CBLAS_INCLUDE}
   )
-  target_link_libraries(blas_extensions_rt PUBLIC ONEMKL::SYCL::SYCL)
+  if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+    add_sycl_to_target(TARGET blas_extensions_rt SOURCES ${EXTENSIONS_SOURCES})
+  else()
+    target_link_libraries(blas_extensions_rt PUBLIC ONEMKL::SYCL::SYCL)
+  endif()
 endif()
 
 add_library(blas_extensions_ct OBJECT ${EXTENSIONS_SOURCES})
@@ -44,4 +48,8 @@ target_include_directories(blas_extensions_ct
     PUBLIC ${CMAKE_BINARY_DIR}/bin
     PUBLIC ${CBLAS_INCLUDE}
 )
-target_link_libraries(blas_extensions_ct PUBLIC ONEMKL::SYCL::SYCL)
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET blas_extensions_ct  SOURCES ${EXTENSIONS_SOURCES})
+else()
+  target_link_libraries(blas_extensions_ct PUBLIC ONEMKL::SYCL::SYCL)
+endif()
diff --git a/tests/unit_tests/blas/level1/CMakeLists.txt b/tests/unit_tests/blas/level1/CMakeLists.txt
index 1ccef1062..f02adbde3 100644
--- a/tests/unit_tests/blas/level1/CMakeLists.txt
+++ b/tests/unit_tests/blas/level1/CMakeLists.txt
@@ -31,7 +31,11 @@ if(BUILD_SHARED_LIBS)
       PUBLIC ${CMAKE_BINARY_DIR}/bin
       PUBLIC ${CBLAS_INCLUDE}
   )
-  target_link_libraries(blas_level1_rt PUBLIC ONEMKL::SYCL::SYCL)
+  if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+    add_sycl_to_target(TARGET blas_level1_rt SOURCES ${L1_SOURCES})
+  else()
+    target_link_libraries(blas_level1_rt PUBLIC ONEMKL::SYCL::SYCL)
+  endif()
 endif()
 
 add_library(blas_level1_ct OBJECT ${L1_SOURCES})
@@ -44,4 +48,8 @@ target_include_directories(blas_level1_ct
     PUBLIC ${CMAKE_BINARY_DIR}/bin
     PUBLIC ${CBLAS_INCLUDE}
 )
-target_link_libraries(blas_level1_ct PUBLIC ONEMKL::SYCL::SYCL)
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET blas_level1_ct SOURCES ${L1_SOURCES})
+else()
+  target_link_libraries(blas_level1_ct PUBLIC ONEMKL::SYCL::SYCL)
+endif()
diff --git a/tests/unit_tests/blas/level2/CMakeLists.txt b/tests/unit_tests/blas/level2/CMakeLists.txt
index 2624fc253..a61bcfeef 100644
--- a/tests/unit_tests/blas/level2/CMakeLists.txt
+++ b/tests/unit_tests/blas/level2/CMakeLists.txt
@@ -31,7 +31,11 @@ if(BUILD_SHARED_LIBS)
       PUBLIC ${CMAKE_BINARY_DIR}/bin
       PUBLIC ${CBLAS_INCLUDE}
   )
-  target_link_libraries(blas_level2_rt PUBLIC ONEMKL::SYCL::SYCL)
+  if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+    add_sycl_to_target(TARGET blas_level2_rt SOURCES ${L2_SOURCES})
+  else()
+    target_link_libraries(blas_level2_rt PUBLIC ONEMKL::SYCL::SYCL)
+  endif()
 endif()
 
 add_library(blas_level2_ct OBJECT ${L2_SOURCES})
@@ -44,5 +48,9 @@ target_include_directories(blas_level2_ct
     PUBLIC ${CMAKE_BINARY_DIR}/bin
     PUBLIC ${CBLAS_INCLUDE}
 )
-target_link_libraries(blas_level2_ct PUBLIC ONEMKL::SYCL::SYCL)
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET blas_level2_ct SOURCES ${L2_SOURCES})
+else()
+  target_link_libraries(blas_level2_ct PUBLIC ONEMKL::SYCL::SYCL)
+endif()
 
diff --git a/tests/unit_tests/blas/level3/CMakeLists.txt b/tests/unit_tests/blas/level3/CMakeLists.txt
index bf19942b5..53cba3f4c 100644
--- a/tests/unit_tests/blas/level3/CMakeLists.txt
+++ b/tests/unit_tests/blas/level3/CMakeLists.txt
@@ -31,7 +31,11 @@ if(BUILD_SHARED_LIBS)
       PUBLIC ${CMAKE_BINARY_DIR}/bin
       PUBLIC ${CBLAS_INCLUDE}
   )
-  target_link_libraries(blas_level3_rt PUBLIC ONEMKL::SYCL::SYCL)
+  if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+    add_sycl_to_target(TARGET blas_level3_rt SOURCES ${L3_SOURCES})
+  else()
+    target_link_libraries(blas_level3_rt PUBLIC ONEMKL::SYCL::SYCL)
+  endif()
 endif()
 
 add_library(blas_level3_ct OBJECT ${L3_SOURCES})
@@ -44,6 +48,10 @@ target_include_directories(blas_level3_ct
     PUBLIC ${CMAKE_BINARY_DIR}/bin
     PUBLIC ${CBLAS_INCLUDE}
 )
-target_link_libraries(blas_level3_ct PUBLIC ONEMKL::SYCL::SYCL)
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET blas_level3_ct SOURCES ${L3_SOURCES})
+else()
+  target_link_libraries(blas_level3_ct PUBLIC ONEMKL::SYCL::SYCL)
+endif()
 
 
diff --git a/tests/unit_tests/rng/service/CMakeLists.txt b/tests/unit_tests/rng/service/CMakeLists.txt
index 2a3e19718..8436ce9eb 100644
--- a/tests/unit_tests/rng/service/CMakeLists.txt
+++ b/tests/unit_tests/rng/service/CMakeLists.txt
@@ -30,7 +30,11 @@ if(BUILD_SHARED_LIBS)
       PUBLIC ${PROJECT_SOURCE_DIR}/deps/googletest/include
       PUBLIC ${CMAKE_BINARY_DIR}/bin
   )
-  target_link_libraries(rng_service_rt PUBLIC ONEMKL::SYCL::SYCL)
+  if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+    add_sycl_to_target(TARGET rng_service_rt SOURCES ${SERVICE_TESTS_SOURCES})
+  else()
+    target_link_libraries(rng_service_rt PUBLIC ONEMKL::SYCL::SYCL)
+  endif()
 endif()
 
 add_library(rng_service_ct OBJECT ${SERVICE_TESTS_SOURCES})
@@ -42,4 +46,8 @@ target_include_directories(rng_service_ct
     PUBLIC ${PROJECT_SOURCE_DIR}/deps/googletest/include
     PUBLIC ${CMAKE_BINARY_DIR}/bin
 )
-target_link_libraries(rng_service_ct PUBLIC ONEMKL::SYCL::SYCL)
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET rng_service_ct SOURCES ${SERVICE_TESTS_SOURCES})
+else()
+  target_link_libraries(rng_service_ct PUBLIC ONEMKL::SYCL::SYCL)
+endif()
diff --git a/tests/unit_tests/rng/statistics_check/CMakeLists.txt b/tests/unit_tests/rng/statistics_check/CMakeLists.txt
index 88da96924..244d33976 100644
--- a/tests/unit_tests/rng/statistics_check/CMakeLists.txt
+++ b/tests/unit_tests/rng/statistics_check/CMakeLists.txt
@@ -30,7 +30,11 @@ if(BUILD_SHARED_LIBS)
       PUBLIC ${PROJECT_SOURCE_DIR}/deps/googletest/include
       PUBLIC ${CMAKE_BINARY_DIR}/bin
   )
-  target_link_libraries(rng_statistics_rt PUBLIC ONEMKL::SYCL::SYCL)
+  if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+    add_sycl_to_target(TARGET rng_statistics_rt SOURCES ${STATS_CHECK_SOURCES})
+  else()
+    target_link_libraries(rng_statistics_rt PUBLIC ONEMKL::SYCL::SYCL)
+  endif()
 endif()
 
 add_library(rng_statistics_ct OBJECT ${STATS_CHECK_SOURCES})
@@ -42,4 +46,8 @@ target_include_directories(rng_statistics_ct
     PUBLIC ${PROJECT_SOURCE_DIR}/deps/googletest/include
     PUBLIC ${CMAKE_BINARY_DIR}/bin
 )
-target_link_libraries(rng_statistics_ct PUBLIC ONEMKL::SYCL::SYCL)
+if (USE_ADD_SYCL_TO_TARGET_INTEGRATION)
+  add_sycl_to_target(TARGET rng_statistics_ct SOURCES ${STATS_CHECK_SOURCES})
+else()
+  target_link_libraries(rng_statistics_ct PUBLIC ONEMKL::SYCL::SYCL)
+endif()