diff --git a/source/use_case/inference_runner/src/MainLoop.cc b/source/use_case/inference_runner/src/MainLoop.cc
index ddff40c..0991b7b 100644
--- a/source/use_case/inference_runner/src/MainLoop.cc
+++ b/source/use_case/inference_runner/src/MainLoop.cc
@@ -18,7 +18,37 @@
 #include "TestModel.hpp"            /* Model class for running inference. */
 #include "UseCaseHandler.hpp"       /* Handlers for different user options. */
 #include "UseCaseCommonUtils.hpp"   /* Utils functions. */
-#include "log_macros.h"
+#include "log_macros.h"             /* Logging functions */
+#include "BufAttributes.hpp"        /* Buffer attributes to be applied */
+
+namespace arm {
+    namespace app {
+        static uint8_t tensorArena[ACTIVATION_BUF_SZ] ACTIVATION_BUF_ATTRIBUTE;
+    } /* namespace app */
+} /* namespace arm */
+
+#if defined(DYNAMIC_MODEL_BASE) && defined(DYNAMIC_MODEL_SIZE)
+
+static uint8_t* GetModelPointer()
+{
+    info("Model pointer: 0x%08x\n", DYNAMIC_MODEL_BASE);
+    return reinterpret_cast<uint8_t *>(DYNAMIC_MODEL_BASE);
+}
+
+static size_t GetModelLen()
+{
+    /* TODO: Can we get the actual model size here somehow?
+     * Currently we return the reserved space. It is possible to do
+     * so by reading the memory pattern but it will not be reliable. */
+    return static_cast<size_t>(DYNAMIC_MODEL_SIZE);
+}
+
+#else /* defined(DYNAMIC_MODEL_BASE) && defined(DYNAMIC_MODEL_SIZE) */
+
+extern uint8_t* GetModelPointer();
+extern size_t GetModelLen();
+
+#endif /* defined(DYNAMIC_MODEL_BASE) && defined(DYNAMIC_MODEL_SIZE) */
 
 enum opcodes
 {
@@ -31,11 +61,22 @@
     arm::app::TestModel model;  /* Model wrapper object. */
 
     /* Load the model. */
-    if (!model.Init()) {
+    if (!model.Init(arm::app::tensorArena,
+                    sizeof(arm::app::tensorArena),
+                    GetModelPointer(),
+                    GetModelLen())) {
         printf_err("Failed to initialise model\n");
         return;
     }
 
+#if !defined(ARM_NPU)
+    /* If it is not a NPU build check if the model contains a NPU operator */
+    if (model.ContainsEthosUOperator()) {
+        printf_err("No driver support for Ethos-U operator found in the model.\n");
+        return;
+    }
+#endif /* ARM_NPU */
+
     /* Instantiate application context. */
     arm::app::ApplicationContext caseContext;