This question evaluates strategic and operational competencies relevant to a Data Scientist, including marketplace supply–demand analysis, safety and incident risk assessment, unit economics, and cross-functional leadership.

You are assessing whether to launch or expand a bike-based delivery option for dashers in select markets. Bikes include pedal, e-bike, or scooter, and would be used alongside existing car/motorcycle delivery modes.
What operational or strategic challenges could this program face, and how would you address them?
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