Everything is a process. We've spent under $1 million so far. And we've produced an ADAS system that surpasses all other manufacturers besides Tesla. Oh and we give it away for free.
https://github.com/commaai/openpilot
Try it before you hate :)
PS: We also have cloud dashcam apps linked from http://comma.ai