A method implemented by one or more processors includes receiving vehicle data associated with an operation of a micromobility vehicle, and determining, based on the vehicle data, a braking action to be performed by the micromobility vehicle. The braking action is configured to effect the operation of the micromobility vehicle. The method further includes identifying, based at least in part on one or more components of a powertrain of the micromobility vehicle, one or more authentication identifiers associated with a secured functionality of the one or more components of the powertrain, and in response to determining that the one or more authentication identifiers satisfies a predetermined condition, causing the micromobility vehicle to perform the braking action.