Safety Data Platform - Mantis Motion Labs

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E-Bike Rider Killed in Huntington Beach Crash was Jeffrey Marlow, 21 – californiainjuryaccidentlawyer.com West Palm Beach e-scooter death sparks safety, bike lane concerns – WPEC Micromobility safety: Avoiding traumatic brain injuries and facial trauma – The University of Alabama at Birmingham Passaic Co. Man Medevaced After E-Scooter Crash, Cops Say – Patch Cardo Beyond GTS lands Red Dot design award – Visordown Injured delivery rider keeps working despite road accident – Daily Express Malaysia Indore delivery rider jumps to safety as leopard pounces on him in chilling video – India Today Regulatory Concerns Over Ebike Safety Could Impact Micro-Mobility Sector – Estimate Uncertainty – dars.gov.et VRFA Blotter: electric scooter emergency, tree hazard, utility trailer fire, vehicle crash & more – Auburn Examiner America’s Bike Lane Survives Last-Minute Trump Administration Threat – Cycling West E-BIKE CRASH IN MONTSERRAT INJURES RIDER – KMMO n+ Launches Volkswagen-Licensed E-Bikes with Camera, Smart Helmet, Glasses – Motorcycle & Powersports News Bengaluru techie's weekend Rapido job ends in alleged assault, sparks debate on gig worker safety – Storyboard18 11-year-old boy seriously injured in electric scooter collision – TorontoToday.ca Child on e-bike seriously injured in Westlake crash with semi – FOX 8 News Regulatory Loopholes in Ebike Safety Could Impact Micro-Mobility Operators, Letter Suggests – Guidance Revision Trend – dars.gov.et After a truck blocked a bike lane, an irate Boston cyclist blocked a lane of traffic in retaliation – Boston.com Volkswagen's E-Bike Tries To Keep You Safe With A Rearview Camera And Smart Helmet – InsideEVs Juvenile injured after crashing with vehicle while riding e-bike in Surfside Beach, police say – WBTW E-Scooter rider hospitalized after Honolulu crash – KITV Bike lane boom or business bust? Critics push back on Chicago’s cycling grid – Loop North News E-bike Regulation Loopholes Could Reshape Micromobility Industry – Quarterly Profit Report – dars.gov.et Electric scooter rider who seriously injured child in Cambridge sought, police say – WCVB Beloit community mourning 14-year-old boy killed in e-bike crash – WSAW

Safety Data Platform

Turning Rider Insight Into Safer Product Direction.

Mantis Motion Labs is building around the idea that rider safety data can help guide better product development, stronger awareness, and smarter micro-mobility solutions.

The future of MML includes not only physical safety products, but also data-supported tools that help reveal patterns, risks, and rider needs.

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.