diff --git a/compiler/luci/lang/include/luci/IR/Module.h b/compiler/luci/lang/include/luci/IR/Module.h
index 75cf67905e7..dd4df3340be 100644
--- a/compiler/luci/lang/include/luci/IR/Module.h
+++ b/compiler/luci/lang/include/luci/IR/Module.h
@@ -51,6 +51,13 @@ class Module final
    */
   loco::Graph *graph(void) const;
 
+  /**
+   * @brief remove graph at index
+   *
+   * @note  graph(0) is interpreted as a main graph and cannot be deleted
+   */
+  void removeGraphByIndex(size_t idx);
+
   /**
    * @brief provide graph with an index
    *
diff --git a/compiler/luci/lang/src/Module.cpp b/compiler/luci/lang/src/Module.cpp
index 80ef61910f2..16c5a8277d8 100644
--- a/compiler/luci/lang/src/Module.cpp
+++ b/compiler/luci/lang/src/Module.cpp
@@ -35,6 +35,14 @@ loco::Graph *Module::graph(void) const
   return graph.get();
 }
 
+void Module::removeGraphByIndex(size_t idx)
+{
+  if (idx >= _graphs.size() or idx == 0)
+    throw std::invalid_argument("Module: Invalid graph index to be deleted");
+
+  _graphs.erase(_graphs.begin() + idx);
+}
+
 loco::Graph *Module::graph(size_t idx) const
 {
   auto &graph = _graphs.at(idx);
diff --git a/compiler/luci/lang/src/Module.test.cpp b/compiler/luci/lang/src/Module.test.cpp
index a5973e52dad..16c93250eb3 100644
--- a/compiler/luci/lang/src/Module.test.cpp
+++ b/compiler/luci/lang/src/Module.test.cpp
@@ -37,6 +37,33 @@ TEST(ModuleTest, add)
   ASSERT_EQ(g_ptr, m->graph(0));
 }
 
+TEST(ModuleTest, remove)
+{
+  auto m = luci::make_module();
+  auto g1 = loco::make_graph();
+  auto g2 = loco::make_graph();
+  auto g3 = loco::make_graph();
+  auto g1_ptr = g1.get();
+  auto g2_ptr = g2.get();
+  auto g3_ptr = g3.get();
+
+  m->add(std::move(g1));
+  m->add(std::move(g2));
+  m->add(std::move(g3));
+
+  ASSERT_EQ(3, m->size());
+  ASSERT_EQ(g1_ptr, m->graph());
+  ASSERT_EQ(g1_ptr, m->graph(0));
+  ASSERT_EQ(g2_ptr, m->graph(1));
+  ASSERT_EQ(g3_ptr, m->graph(2));
+
+  // Let's delete graph at second position
+  m->removeGraphByIndex(1);
+  ASSERT_EQ(2, m->size());
+  ASSERT_EQ(g1_ptr, m->graph(0));
+  ASSERT_EQ(g3_ptr, m->graph(1));
+}
+
 TEST(ModuleTest, add_more)
 {
   auto m = luci::make_module();
@@ -65,6 +92,13 @@ TEST(ModuleTest, add_nullptr_NEG)
   EXPECT_THROW(m->add(nullptr), std::invalid_argument);
 }
 
+TEST(ModuleTest, remove_index_overflow_NEG)
+{
+  auto m = luci::make_module();
+
+  EXPECT_THROW(m->removeGraphByIndex(10), std::invalid_argument);
+}
+
 TEST(ModuleTest, graph_index_overflow_NEG)
 {
   auto m = luci::make_module();