diff --git a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
index 3885439e11f89..e68a3c77881fb 100644
--- a/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
+++ b/mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
@@ -2595,6 +2595,7 @@ def Vector_MaskOp : Vector_Op<"mask", [
 
 def Vector_TransposeOp :
   Vector_Op<"transpose", [Pure,
+    DeclareOpInterfaceMethods<InferIntRangeInterface, ["inferResultRanges"]>,
     DeclareOpInterfaceMethods<VectorUnrollOpInterface, ["getShapeForUnroll"]>,
     PredOpTrait<"operand and result have same element type",
                  TCresVTEtIsSameAsOpBase<0, 0>>]> {
diff --git a/mlir/lib/Dialect/Vector/IR/VectorOps.cpp b/mlir/lib/Dialect/Vector/IR/VectorOps.cpp
index 8789f55707267..25ce292f16e45 100644
--- a/mlir/lib/Dialect/Vector/IR/VectorOps.cpp
+++ b/mlir/lib/Dialect/Vector/IR/VectorOps.cpp
@@ -6316,6 +6316,11 @@ std::optional<SmallVector<int64_t, 4>> TransposeOp::getShapeForUnroll() {
   return llvm::to_vector<4>(getResultVectorType().getShape());
 }
 
+void TransposeOp::inferResultRanges(ArrayRef<ConstantIntRanges> argRanges,
+                                    SetIntRangeFn setResultRanges) {
+  setResultRanges(getResult(), argRanges.front());
+}
+
 namespace {
 
 // Rewrites two back-to-back TransposeOp operations into a single TransposeOp.
diff --git a/mlir/test/Dialect/Vector/int-range-interface.mlir b/mlir/test/Dialect/Vector/int-range-interface.mlir
index 2563b48cdd506..f89d307590e0b 100644
--- a/mlir/test/Dialect/Vector/int-range-interface.mlir
+++ b/mlir/test/Dialect/Vector/int-range-interface.mlir
@@ -51,6 +51,15 @@ func.func @vector_shape_cast() -> vector<4x4xindex> {
   func.return %2 : vector<4x4xindex>
 }
 
+// CHECK-LABEL: func @vector_transpose
+// CHECK: test.reflect_bounds {smax = 8 : index, smin = 7 : index, umax = 8 : index, umin = 7 : index}
+func.func @vector_transpose() -> vector<2x4xindex> {
+  %0 = test.with_bounds { smax = 8 : index, smin = 7 : index, umax = 8 : index, umin = 7 : index } : vector<4x2xindex>
+  %1 = vector.transpose %0, [1, 0] : vector<4x2xindex> to vector<2x4xindex>
+  %2 = test.reflect_bounds %1 : vector<2x4xindex>
+  func.return %2 : vector<2x4xindex>
+}
+
 // CHECK-LABEL: func @vector_extract
 // CHECK: test.reflect_bounds {smax = 6 : index, smin = 5 : index, umax = 6 : index, umin = 5 : index}
 func.func @vector_extract() -> index {