I like it. No “aliens”, just simple knowledge and a little ingenuity.
Yes, multiply the effort by the tons of stone and total mass of something like the pyramids and you still have a requirement for a huge amount of human labor, but nothing that was not doable when you could command all the labor you wanted.
For the ancient Egyptians corvee labor was how they paid their taxes and a religious obligation.