San Francisco is likely to prove a more challenging area for Tesla’s self-driving systems. The city is significantly more densely populated and has more challenging roads, largely due to its extreme topography and steep streets.

Tesla has contacted the Arizona Department of Transportation to begin the certification process for autonomous vehicle ride-sharing.