About
CycleAI is an AI-driven urban mobility platform focused on making cycling safer through smarter route planning and community-powered data collection. Founded in 2020, CycleAI brings together two core pillars: a mobile Route Planner app that surfaces the safest, fastest, and shortest cycling routes, and Bikeable — a perception-based risk calculator that quantifies cyclists' sense of danger on any given road segment. The platform collects real-world safety data through two crowdsourcing tools: a Hotspot Map where users mark dangerous spots in their city, and a Perception Poll that captures cyclists' subjective safety experiences. This crowdsourced data feeds into CycleAI's safety calculator, which is trained and validated to scale insights across cities globally using AI. CycleAI also serves urban planners, municipalities, and transportation policymakers by translating aggregated cyclist data into actionable road safety metrics — enabling more analytical, cost-efficient decision-making for infrastructure improvements. The app is available on both iOS and Android, making it accessible to everyday commuters and recreational cyclists alike. By merging citizen science with machine learning, CycleAI bridges the gap between how cyclists perceive road safety and how cities design for it. It is particularly relevant for smart city initiatives, sustainable transportation advocacy, and vision-zero road safety programs targeting reduced cycling casualties.
Key Features
- AI-Powered Route Planner: Mobile app (iOS & Android) that provides the safest, fastest, and shortest cycling routes based on real safety data.
- Bikeable Risk Calculator: A perception-based risk scoring tool that quantifies how dangerous a road feels to cyclists, helping prioritize safety improvements.
- Crowdsourced Hotspot Map: Community-powered map where cyclists can mark dangerous locations in their city, building a live safety dataset.
- Perception Poll: A structured survey tool that captures subjective cyclist safety experiences to train and validate CycleAI's safety models.
- Urban Planning Analytics: Aggregated safety data and AI-scaled insights delivered to city planners and policymakers for cost-efficient road safety decisions.
Use Cases
- A daily cycling commuter uses the CycleAI app to find the safest route to work, avoiding roads with high accident rates.
- A city transportation department uses CycleAI's aggregated hotspot data to prioritize which road segments need safety upgrades.
- A cycling advocacy organization uses Bikeable scores to produce a public report on the most dangerous streets in their city.
- A smart city initiative integrates CycleAI's API data into its mobility dashboard to monitor cycling safety trends over time.
- A new cyclist uses the Perception Poll to report a road that feels unsafe, contributing to the collective safety dataset for their neighborhood.
Pros
- Community-Driven Data: Crowdsourcing from real cyclists makes the safety data authentic, hyper-local, and continuously updated.
- Dual Audience Value: Serves both everyday cyclists with a navigation app and city planners with analytical safety insights.
- AI Scalability: Machine learning allows localized crowdsourced data to be scaled and applied to new cities globally.
Cons
- Data Density Dependent: Safety accuracy is limited in cities or regions with low user participation and sparse crowdsourced data.
- Niche Focus: Primarily targets cyclists and urban planners — not useful for general-purpose navigation or non-cycling transport.
Frequently Asked Questions
What is CycleAI?
CycleAI is an AI-powered cycling safety platform that helps cyclists find the safest routes in cities and helps urban planners improve road infrastructure using aggregated safety data.
How does CycleAI determine the safest cycling routes?
CycleAI uses a combination of crowdsourced data (hotspot reports and perception polls from cyclists) and an AI-powered safety calculator trained on this data to score and rank routes by safety.
Is CycleAI available as a mobile app?
Yes, CycleAI's Route Planner is available on both the Apple App Store (iOS) and Google Play Store (Android).
How can I contribute to CycleAI's safety data?
You can contribute by marking dangerous spots on the Hotspot Map or by participating in the Perception Poll, both accessible through the CycleAI platform.
Who are CycleAI's main users?
CycleAI serves everyday cyclists and commuters seeking safer routes, as well as urban planners, municipalities, and transportation policymakers looking for data-driven road safety insights.
