Wire and conduit are the things where labor exceeds the cost of the materials.
That said, I would think #4 in 1 1/4" pipe should be enough for a one man shop
and A/C. The extra size pipe just makes pulling a bit easier and could be used
for a bigger size if you guessed wrong.