It's generally not advisable to use an outdoor deck product on an indoor furniture piece, especially for stain removal on an oak cabinet. These products might not be compatible with the finish or material of your oak cabinet, potentially causing damage like discoloration, warping, or cracking. Professional furniture refinishing is the safest option you can opt for. Otherwise, you can choose a specialized wood stain remover. Choose a product specifically formulated for furniture and oak.