Kybi Pitch Deck

Kybi is a bike safety mobile app that aims to crowdsource information about bike safety and the lack of it in city roads. Anyone can pin places where they feel safe or unsafe to ride a bike, report traffic hazards, and conduct bike safety audits of city roads. This data, we hope, will be used by city governments to identify which road segments are unsafe, why, and how they can be made safer for bikers.
With the safety scores readily available, users can see which areas have a better safety perception than others and make smarter decisions on which routes or bikeways to take.
The safety score can be broken down to 9 factors:

1. Presence of bike lane (on-road bike routes, on-road marked bike lanes, and off-road bike paths)
2. Bike way quality (broken / unpaved / blocked bike paths, road surface during wet and dry season, pavement markings, presence of sharp curves, steep terrain slope, traffic lights)
3. Lighting (Availability of enough light to see all around you)
4. Openness to see in all directions
5. Traffic density
6. Crowd density
7. Availability of bike rack near destination
8. Availability of CCTV (security) around the area
9. Land use (residential or economic zones)

Kybi uses a combination of crowdsourcing and machine learning to generate safety scores of bikeways.
Our vision is to become the acknowledged data provider of data for safe bikeways and cycling urban mobility.
Links:
Bike Safety Dashboard |
Kybi Landing Page |
Metro Manila Bike Safety Network Visualization |
Kybi Repo |
Kybi Demo |
Kybi Final Pitch, Q&A

Transcript

4. Mom Chris
8. How can we help bikers make safer decisions about their mobility around Metro Manila?
10. Kybi is a bike safety mobile app that aims to crowdsource information about bike safety and the lack of it in city roads
12. HOW IT WORKS
13. ML FOR BIKE SAFETY SCORING
14. ML FOR BIKE SAFETY SCORING
15. Metro Manila: A Bike Safety Analysis
16. 25% of locations were rated as poor lighting 14% has no bike racks available for public use 39% of audit locations had no access to any off-road bike lanes within 500m
18. ULTIMATE GOAL Bikers City Government
19. MARKET EVALUATION TAM Total Available Market 122 TOTAL NUMBER OF ROADS LOCATED IN METRO MANILA SAM Serviceable Available Market 35 ROADS LOCATED IN QUEZON CITY SOM Serviceable Obtainable Market 17 REALISTIC ESTIMATE
20. Supporting Safer Roads for Urban Bikers