Speeding is particularly dangerous for pedestrians and bicyclists. At 32mph, the risk of death for a pedestrian is 25%. At 50mph, it triples to 75%. In CO in 2024, speeding claimed 237 lives, more than driving impaired and unbuckled passenger deaths.
18%
Speeding Rate
Summary of daily violation
58
Intersections
14k
Vehicles
Even stop lights don’t ensure good behavior
More than two people are killed every day on U.S. roads by impatient and reckless drivers blowing through red lights. In a 2021 NHTSA report, CO ranked 6th highest in lives lost from red light running.
1.7%
Red Light Violation
Summary of daily violation
80
Intersections
34k
Vehicles
Stop Sign intersections are the most dangerous
Nationally, 40% of fatal intersection crashes occur at intersections controlled by stop signs. In CO in 2024, there were 401 crashes at stop signs investigated by CSP. Of those, 81% resulted in an injury or fatality.
44.5%
Stop Sign Violations
Summary of daily violation
3.5k
Intersections
1.3k
Vehicles
Failure to yield continues to put pedestrians and bicyclists at risk
Failure to yield and right-of-way infractions account for 7.9% of all fatal crashes reported to the NHTSA’s Fatality Analysis Reporting System.
2.1%
Yield Violation Rate
Summary of daily violation
104
Intersections
18k
Vehicles
Custom Detection
Obvio's edge AI platform is not locked to a fixed set of violation types. From eMoto (electric motorcycles and mopeds) to custom vehicle classifications, new detection behaviors are added via over-the-air software updates — no hardware swaps.
eMoto
electric bike & moped detection
Flag unsafe incidents and close calls — including eMoTos on public roads — before they become tragedies.
Speeding
Speeding continues to be a rampant problem
Speeding is particularly dangerous for pedestrians and bicyclists. At 32mph, the risk of death for a pedestrian is 25%. At 50mph, it triples to 75%. In CO in 2024, speeding claimed 237 lives, more than driving impaired and unbuckled passenger deaths.
18%
Speeding Rate
Summary of daily violation
58
Intersections
14k
Vehicles
Red-Light Running
Even stop lights don’t ensure good behavior
More than two people are killed every day on U.S. roads by impatient and reckless drivers blowing through red lights. In a 2021 NHTSA report, CO ranked 6th highest in lives lost from red light running.
1.7%
Red Light Violation
Summary of daily violation
80
Intersections
34k
Vehicles
Stop Sign Violation
Stop Sign intersections are the most dangerous
Nationally, 40% of fatal intersection crashes occur at intersections controlled by stop signs.In CO in 2024, there were 401 crashes at stop signs investigated by CSP. Of those, 81% resulted in an injury or fatality.
44.5%
Stop Sign Violations
Summary of daily violation
3.5k
Intersections
1.3k
Vehicles
Failure to Yield
Failure to yield continues to put pedestrians and bicyclists at risk
Failure to yield and right-of-way infractions account for 7.9% of all fatal crashes reported to the NHTSA’s Fatality Analysis Reporting System.
2.1%
Yield Violation Rate
Summary of daily violation
104
Intersections
18k
Vehicles
Custom Detection
Custom Detection
Obvio's edge AI platform is not locked to a fixed set of violation types. From eMoto (electric motorcycles and mopeds) to custom vehicle classifications, new detection behaviors are added via over-the-air software updates — no hardware swaps.
eMoto
electric bike & moped detection
Flag unsafe incidents and close calls — including eMoTos on public roads — before they become tragedies.
Why Obvio?
Obvio was built from the ground up for exactly this challenge. Here's what sets us apart:
Noncompliance with red light / stop or yield sign, speeding, distracted driving or seatbelt
200K
Projected violations in a day
Just at these 196 intersections assuming 12 hours / day
“
This isn’t about isolated incidents; it’s about a systemic failure of compliance on our roads that puts drivers and people outside of vehicles at risk. When drivers disobey stop signs, run red lights, fail to yield, speed, or drive distracted, the consequences are disproportionately borne by people bicycling and walking. This data provides undeniable evidence that in addition to changing infrastructure to prioritize safety and educating drivers, we must use the technology at our disposal to implement scalable and unbiased traffic enforcement to save lives.”