Why Data Matters
Micro-mobility safety is still developing as a category. Riders, cities, delivery workers, campuses, fleets, and safety advocates all need better insight into where risks exist and what types of solutions may help.
Concept Areas
This category includes the Rider Safety Data Hub, MML app concepts, survey-informed product development, anonymized safety research, future registration tools, rider feedback loops, and potential dashboards for safety insights.
From Survey to Solution
Mantis Motion Labs uses rider feedback to better understand visibility concerns, road hazards, near misses, crash patterns, delivery pressure, helmet use, product needs, and real-world safety gaps.
Future Platform Direction
Future safety data tools may support rider education, product testing, market research, fleet safety programs, campus pilots, city-level insights, and MML product development decisions.
The Goal
The goal is to turn rider experiences into safer products, stronger research, and better decisions for the future of micro-mobility.
