diff --git a/include/scalehls-c/Registration.h b/include/scalehls-c/Registration.h
index 04cdb1b4..7d5c3967 100644
--- a/include/scalehls-c/Registration.h
+++ b/include/scalehls-c/Registration.h
@@ -16,6 +16,9 @@ extern "C" {
 MLIR_CAPI_EXPORTED void
 mlirScaleHLSRegisterAllDialects(MlirDialectRegistry registry);
 
+MLIR_CAPI_EXPORTED void
+mlirScaleHLSRegisterAllExtensions(MlirDialectRegistry registry);
+
 MLIR_CAPI_EXPORTED void
 mlirScaleHLSRegisterAllInterfaceExternalModels(MlirDialectRegistry registry);
 
diff --git a/include/scalehls/InitAllDialects.h b/include/scalehls/InitAllDialects.h
index 77c2f012..92d1ed6d 100644
--- a/include/scalehls/InitAllDialects.h
+++ b/include/scalehls/InitAllDialects.h
@@ -14,12 +14,16 @@
 #include "mlir/Dialect/Func/IR/FuncOps.h"
 #include "mlir/Dialect/LLVMIR/LLVMDialect.h"
 #include "mlir/Dialect/Linalg/IR/Linalg.h"
+#include "mlir/Dialect/Linalg/TransformOps/DialectExtension.h"
 #include "mlir/Dialect/MLProgram/IR/MLProgram.h"
 #include "mlir/Dialect/Math/IR/Math.h"
 #include "mlir/Dialect/MemRef/IR/MemRef.h"
+#include "mlir/Dialect/PDL/IR/PDL.h"
+#include "mlir/Dialect/PDLInterp/IR/PDLInterp.h"
 #include "mlir/Dialect/SCF/IR/SCF.h"
 #include "mlir/Dialect/Tensor/IR/Tensor.h"
 #include "mlir/Dialect/Tosa/IR/TosaOps.h"
+#include "mlir/Dialect/Transform/IR/TransformDialect.h"
 #include "mlir/Dialect/Vector/IR/VectorOps.h"
 #include "scalehls/Dialect/HLS/IR/HLS.h"
 
@@ -52,7 +56,10 @@ inline void registerAllDialects(mlir::DialectRegistry &registry) {
     mlir::scalehls::hls::HLSDialect,
     mlir::LLVM::LLVMDialect,
     mlir::DLTIDialect,
-    mlir::ml_program::MLProgramDialect
+    mlir::ml_program::MLProgramDialect,
+    mlir::pdl::PDLDialect,
+    mlir::pdl_interp::PDLInterpDialect,
+    mlir::transform::TransformDialect
   >();
   // clang-format on
 }
@@ -70,6 +77,11 @@ registerAllInterfaceExternalModels(mlir::DialectRegistry &registry) {
   hls::registerBufferizableOpInterfaceExternalModels(registry);
 }
 
+/// Add all required dialect extensions to the provided registry.
+inline void registerAllExtensions(DialectRegistry &registry) {
+  linalg::registerTransformDialectExtension(registry);
+}
+
 } // namespace scalehls
 } // namespace mlir
 
diff --git a/lib/Bindings/Python/ScaleHLSModule.cpp b/lib/Bindings/Python/ScaleHLSModule.cpp
index 0f873878..85249fe4 100644
--- a/lib/Bindings/Python/ScaleHLSModule.cpp
+++ b/lib/Bindings/Python/ScaleHLSModule.cpp
@@ -37,6 +37,7 @@ PYBIND11_MODULE(_scalehls, m) {
 
         MlirDialectRegistry registry = mlirDialectRegistryCreate();
         mlirScaleHLSRegisterAllDialects(registry);
+        mlirScaleHLSRegisterAllExtensions(registry);
         mlirScaleHLSRegisterAllInterfaceExternalModels(registry);
         mlirContextAppendDialectRegistry(context, registry);
         mlirContextLoadAllAvailableDialects(context);
diff --git a/lib/CAPI/Registration/Registration.cpp b/lib/CAPI/Registration/Registration.cpp
index fb2b4bf8..616141e6 100644
--- a/lib/CAPI/Registration/Registration.cpp
+++ b/lib/CAPI/Registration/Registration.cpp
@@ -16,6 +16,10 @@ void mlirScaleHLSRegisterAllDialects(MlirDialectRegistry registry) {
   registerAllDialects(*unwrap(registry));
 }
 
+void mlirScaleHLSRegisterAllExtensions(MlirDialectRegistry registry) {
+  registerAllExtensions(*unwrap(registry));
+}
+
 void mlirScaleHLSRegisterAllInterfaceExternalModels(
     MlirDialectRegistry registry) {
   registerAllInterfaceExternalModels(*unwrap(registry));
diff --git a/lib/Transforms/Pipelines.cpp b/lib/Transforms/Pipelines.cpp
index 553f42db..b2e9f897 100644
--- a/lib/Transforms/Pipelines.cpp
+++ b/lib/Transforms/Pipelines.cpp
@@ -32,6 +32,7 @@ void scalehls::addLinalgTransformPasses(OpPassManager &pm) {
 
 void scalehls::addConvertLinalgToDataflowPasses(OpPassManager &pm) {
   pm.addNestedPass<func::FuncOp>(scalehls::createConvertLinalgToDataflowPass());
+  pm.addPass(mlir::createLinalgGeneralizationPass());
   pm.addPass(mlir::createCanonicalizerPass());
 }
 
diff --git a/tools/scalehls-opt/scalehls-opt.cpp b/tools/scalehls-opt/scalehls-opt.cpp
index 038569a3..d0088820 100644
--- a/tools/scalehls-opt/scalehls-opt.cpp
+++ b/tools/scalehls-opt/scalehls-opt.cpp
@@ -12,6 +12,7 @@ int main(int argc, char **argv) {
   mlir::DialectRegistry registry;
   mlir::scalehls::registerAllDialects(registry);
   mlir::scalehls::registerAllInterfaceExternalModels(registry);
+  mlir::scalehls::registerAllExtensions(registry);
   mlir::scalehls::registerAllPasses();
 
   return mlir::failed(