Santa Monica will become the first US city to deploy AI-powered parking enforcement cameras in municipal vehicles to detect bike lane violations. Beginning in April, seven parking enforcement cars will use Hayden AI's scanning technology, expanding beyond the company's existing bus-mounted systems in Oakland, Sacramento, and other cities.

Hayden AI's cameras have already proven effective, detecting over 1,100 parking violations in a 59-day period at UC San Diego, with 88 percent involving blocked bike lanes. The San Francisco-based startup trains its AI on local parking rules and maps each city before deployment. When the system identifies a potential violation, it captures a 10-second video and license plate, forwarding evidence to police for verification and potential citation.

Local bike advocates support the expansion, noting that enforcement cannot be everywhere at once. Cynthia Rose of Santa Monica Spoke compared blocking bike lanes to parking in handicapped zones, calling it "a flat no." While acknowledging concerns about bulk data collection, Rose endorsed Hayden AI's specific application for improving cyclist safety. The technology aims to reduce collisions by keeping buses and bikes in their designated lanes, addressing one of the leading causes of crashes involving public transit vehicles.