Assuming there are multiple providers of the software, I’d pay expect to pay normal automotive margins on top of the hardware cost.

That’s probably $1000-2000 per car, or about a penny a mile.

I’m not sure how much a few lidars will cost at scale. The compute board is a few hundred. Modern cars already have plenty of cameras.