So what is all that data good for? The article even says it's a "build it and they will come" project.

It would be interesting to have a "smart city" project which simply mounted a camera ring on city vehicles and inspected the visible infrastructure daily. Pothole? Missing sign? Puddle that doesn't drain? Street light out? Graffiti? Recognize those and generate trouble tickets for them.