Bandsaw is the right power tool for deep through cuts. If you don't have one but do have a table saw, it's very common to take a max depth partial cut on the table saw, finish the rest with a hand saw in the same kerf, and clean up the edge with a plane/chisel/sander/flush trim bit.
Practice on...