Crash Probability Hotspots
Our ‘Crash Probability Hotspots’ service allows you to locate, assess and rank, by crash probability indicator, near miss hotspots within your road network directly on your GIS.
- Crash probability indicator
- Correlated to past crash data
- Proprietary machine learning algorithm developed by MICHELIN DDi data science team taking in account :
Atypical driving events
Past crash data
Weather and Solar Contextualization
… and much more
- Understanding of underlying driving events
- Filtering and ranking by probability indicator and road type
- Before/after comparisons
- Compatible with any GIS
Want to go one step further ?
Our add-on service 'Detailed driving events' allows you to get detailed information on individual driving events such as :
- Event type
- Date, time, day of the week
- GPS coordinates and speed at the beginning and end of the trip
- Context : weather ...
and much more...
LEVERAGE DATA INSIGHTS
Based on millions of connected drivers, understand where and when road safety issues may arise tackling atypical driving events to complement past crash data.
All information slips onto geographic information systems, enhancing other data sets and with no other infrastructure requirements.
Justify and allocate the right resources at the right time and place based on a easily measurable new safety KPI.
Monitor and quickly valorize your actions through before / after analysis that you can create independently directly on your GIS.
Paving the way toward vision zero with MICHELIN DDi Near miss service suite
Combining expertise in data analysis and driving behavior, MICHELIN DDi creates solutions to go beyond crash data reports allowing you to act before accidents happen. Leveraging millions of connected vehicules and using machine learning and proprietary algorithms, our Near miss service suite allows road safety officials to detect, locate and assess atypical driving behaviors indicative of potential near miss incidents.
A game-changing perspective to go beyond past crash data. With near miss data comes the potential to identify risky zones and act before crashes occur to reach vision zero goals.
Want to know more? Have a look at our separate near miss events offer: Harsh Braking, Harsh Acceleration, Phone Handling, Excessive Speeding and Suspected Collisions. You can also go one step further with our Near Miss Hotspots: Severity Ranking' service.