diff --git a/CMakeLists.txt b/CMakeLists.txt
index 24e30ce..fd9bf4f 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -38,3 +38,9 @@ pybind11_add_module(storage ${CMAKE_CURRENT_SOURCE_DIR}/src/mod_storage.cpp ${ST
 target_include_directories(storage PUBLIC ${CMAKE_CURRENT_SOURCE_DIR} ${storm_INCLUDE_DIR})
 target_link_libraries(storage PRIVATE storm)
 
+file(GLOB_RECURSE STORM_UTILITY_SOURCES ${CMAKE_CURRENT_SOURCE_DIR}/src/utility/*.cpp)
+
+pybind11_add_module(utility ${CMAKE_CURRENT_SOURCE_DIR}/src/mod_utility.cpp ${STORM_UTILITY_SOURCES})
+target_include_directories(utility PUBLIC ${CMAKE_CURRENT_SOURCE_DIR} ${storm_INCLUDE_DIR})
+target_link_libraries(utility PRIVATE storm)
+
diff --git a/lib/stormpy/utility/__init__.py b/lib/stormpy/utility/__init__.py
new file mode 100644
index 0000000..bdc2591
--- /dev/null
+++ b/lib/stormpy/utility/__init__.py
@@ -0,0 +1,2 @@
+from . import utility
+from .utility import *
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 9664512..08b97fa 100755
--- a/setup.py
+++ b/setup.py
@@ -76,10 +76,10 @@ setup(
       maintainer_email="sebastian.junges@cs.rwth-aachen.de",
       url="http://moves.rwth-aachen.de",
       description="stormpy - Python Bindings for Storm",
-      packages=['stormpy', 'stormpy.info', 'stormpy.expressions', 'stormpy.logic', 'stormpy.storage'],
+      packages=['stormpy', 'stormpy.info', 'stormpy.expressions', 'stormpy.logic', 'stormpy.storage', 'stormpy.utility'],
       package_dir={'':'lib'},
       ext_package='stormpy',
-      ext_modules=[CMakeExtension('core', subdir=''), CMakeExtension('info', subdir='info'),CMakeExtension('expressions', subdir='expressions'), CMakeExtension('logic', subdir='logic'), CMakeExtension('storage', subdir='storage')],
+      ext_modules=[CMakeExtension('core', subdir=''), CMakeExtension('info', subdir='info'), CMakeExtension('expressions', subdir='expressions'), CMakeExtension('logic', subdir='logic'), CMakeExtension('storage', subdir='storage'), CMakeExtension('utility', subdir='utility')],
       cmdclass=dict(build_ext=CMakeBuild),
       zip_safe=False,
       install_requires=['pytest'],
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 9882d8a..e898052 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -7,11 +7,13 @@ FILE(GLOB core_files "core/*.cpp")
 #FILE(GLOB info_files "info/*.cpp")
 #FILE(GLOB expressions_files "expressions/*.cpp")
 FILE(GLOB storage_files "storage/*.cpp")
+FILE(GLOB utility_files "utility/*.cpp")
 FILE(GLOB logic_files "logic/*.cpp")
 ADD_LIBRARY(stormpy_core SHARED mod_core.cpp ${core_files})
 ADD_LIBRARY(stormpy_info SHARED mod_info.cpp)
 ADD_LIBRARY(stormpy_expressions SHARED mod_expressions.cpp)
 ADD_LIBRARY(stormpy_storage SHARED mod_storage.cpp ${storage_files})
+ADD_LIBRARY(stormpy_utility SHARED mod_utility.cpp ${utility_files})
 ADD_LIBRARY(stormpy_logic SHARED mod_logic.cpp ${logic_files})
 
 SET_TARGET_PROPERTIES(stormpy_core PROPERTIES
@@ -42,6 +44,13 @@ SET_TARGET_PROPERTIES(stormpy_storage PROPERTIES
         LIBRARY_OUTPUT_DIRECTORY ${STORMPY_OUTPUT_DIR}/storage
 )
 
+SET_TARGET_PROPERTIES(stormpy_utility PROPERTIES
+        OUTPUT_NAME utility
+        PREFIX ""
+        SUFFIX ".so"
+        LIBRARY_OUTPUT_DIRECTORY ${STORMPY_OUTPUT_DIR}/utility
+        )
+
 SET_TARGET_PROPERTIES(stormpy_logic PROPERTIES
         OUTPUT_NAME logic
         PREFIX ""
@@ -53,4 +62,5 @@ TARGET_LINK_LIBRARIES(stormpy_core storm ${PYTHON_LIBRARIES})
 TARGET_LINK_LIBRARIES(stormpy_info storm ${PYTHON_LIBRARIES})
 TARGET_LINK_LIBRARIES(stormpy_expressions storm ${PYTHON_LIBRARIES})
 TARGET_LINK_LIBRARIES(stormpy_storage storm ${PYTHON_LIBRARIES})
+TARGET_LINK_LIBRARIES(stormpy_utility storm ${PYTHON_LIBRARIES})
 TARGET_LINK_LIBRARIES(stormpy_logic storm ${PYTHON_LIBRARIES})