Ouster is coming for toll collectors by detecting and classifying vehicles continuously. The remaining human work is being pushed toward disputed charges, misreads, and privacy decisions—not routine collection. The open question is how many toll jobs survive once the exceptions are automated too. Pick a side in the comments: sensor upgrade or quiet job replacement?
