METRO Magazine Logo
MenuMENU
SearchSEARCH

AI, analytics key to mobile-friendly apps that correct bad driving habits

MARTA is launching a study measuring the impact technology such as Predictive Coach can have on transit drivers.

May 21, 2018
AI, analytics key to mobile-friendly apps that correct bad driving habits

 

3 min to read


Telematics and artificial intelligence are being combined to make life a whole lot easier for fleet managers through new technology that not only records bad driver behavior, but creates customized, mobile-friendly, corrective driver-training modules based on a person’s habits on the road.

San Marcos, Calif.-based Predictive Coach is at the head of the curve in this technological breakthrough. In Atlanta, the Metropolitan Atlanta Rapid Transit Authority, through a National Academy of Sciences grant, is launching a study measuring the impact technology such as Predictive Coach can have on transit drivers.

Ad Loading...

“What they are offering is a pretty unique service,” said Matthew Camden, a research associate in the Behavioral Analysis and Application group at the Virginia Tech Transportation Institute’s Center for Truck and Bus Safety, which is involved in the project.

Camden noted that telematics has long been able to track instances when drivers brake too hard or engage in other types of careless behavior. But with an overabundance of data flowing to fleet managers, too often that information is not acted upon. “It can be overwhelming to review all this data that is coming in and determine what to do with it,” he said. “Predictive Coach fills up that void while also identifying drivers that need some additional training and offering training specifically for and directly related to what an individual driver needs.”

That means a driver who routinely ignores the speed limit could be directed to access a mobile-friendly lesson addressing that flaw. Likewise, a driver with a propensity of making harsh stops or sudden starts will be targeted with lessons addressing those behaviors.

The Predictive Coach mobile solution leverages Tourmaline Lab’s patented artificial intelligence technology that is revolutionizing driver data collection by recording billions of events via a mobile phone or any other data source. “The integration with Predictive Coach automatically assigns the driver the proper training course by using a defined threshold of our behavior events that include phone use, speeding, harsh cornering, harsh stops, hard acceleration, and more,” said Chris Evans, partner channel director for Tourmaline Labs. “For example, if the driver receives enough hard-braking alerts, he or she would be required to take a course for distracted driving.”

Predictive Coach training lessons can be completed via a laptop, tablet, or mobile device, making it easy for drivers to complete assigned training. The fleet manager simply defines course assignment rules and is notified when training has been completed.

Ad Loading...

Jerome Toliver, president and CEO of RMJ Technologies, said the technology can profoundly improve a company’s bottom line.

“What you have now are situations where a driver will get into an accident and the company will get sued, with a plaintiff saying, ‘You had all this data, but you didn’t act on it,’” he said. “We’re responding to a need by automating training aimed at correcting bad driving behavior and making that training easily accessible and relevant to each individual driver.”

More Security and Safety

transit tracker connectpoint
Sponsoredby Alex RomanMay 1, 2026

Connectpoint Expands Digital Signage Strategy with LED Push

Connectpoint is enhancing its digital signage strategy by integrating LED technology into its services.

Read More →
frontrunner bus
SponsoredMay 1, 2026

ADA Compliant Transit: Easier, More Dignified Travel for Every Passenger

Today’s riders—and the communities you serve—expect more from public transit. While ADA compliance is required, leading transit agencies know that true accessibility also means delivering dignity, efficiency, and a better rider experience. This whitepaper reveals why forward thinking agencies nationwide choose the Low Floor Frontrunner as their first choice for ADA compliant vehicles—setting a new standard with passenger first design, faster boarding, improved safety, and unmatched operational performance.

Read More →
Photo of disaster in neighborhood near a highway
Security and Safetyby Alex RomanApril 30, 2026

How the Motorcoach Industry Supports Disaster Response and National Preparedness

Fred Ferguson, president and CEO of the American Bus Association (ABA), discussed how the industry prepares for emergencies, the growing recognition of motorcoaches as critical infrastructure, and steps operators can take to strengthen disaster readiness.

Read More →
Ad Loading...
DART light rail and transit bus.
Security and Safetyby StaffApril 29, 2026

Dallas Area Rapid Transit Strengthens Safety with Expanded Security Presence

The approved contract modification will increase funding for transit security officer services to a total not-to-exceed amount of $32.1 million, ensuring a continued and visible security presence across DART’s buses, trains, stations, and facilities.

Read More →
Trains at railroad crossings
Security and Safetyby StaffApril 27, 2026

USDOT Invests $1.1B to Enhance Safety Infrastructure at Railroad Crossings

Every year, more than 2,000 incidents and 300 fatalities occur at railroad crossings nationwide. 

Read More →
Siemens and LK Comstock photo for Fulton-Liberty Lines
Security and Safetyby StaffApril 27, 2026

NYC’s Fulton–Liberty Lines Get Digital Signal Upgrade from Siemens and L.K. Comstock

The Siemens CBTC System, Trainguard MT, in compliance with New York Subway Interoperability Interface Specifications, enables trains to run as close as 90 seconds apart, using next-generation signaling and continuous communication to keep operations moving seamlessly.

Read More →
Ad Loading...
SEPTA Transit Police officers
Security and Safetyby StaffApril 21, 2026

Report: Crime on Philadelphia's SEPTA Continues to Drop

According to the new quarterly data, there were double-digit reductions in five of the eight serious crime categories, including aggravated assaults and robberies.

Read More →
A product grouping image of the AngelTrax Vulcan Series VX4AI All-in-One MDVR and V1284HC MDVR
Technologyby StaffApril 8, 2026

AngelTrax, City of Freeport Partnership to Enhance Fleet Safety

The project, finalized on February 12, provides the city with two different configurations of high-definition cameras to outfit 16 buses in the Pretzel City Area Transit fleet.

Read More →
Two ABQ RIDE buses
Security and Safetyby StaffApril 1, 2026

ABQ RIDE Launches ‘Drive Safe, Ride Safe’ Campaign to Strengthen Internal Safety Culture

The 12-month initiative focuses on staff engagement, training, and reducing preventable incidents.

Read More →
Ad Loading...
PSTA, City of Dunedin, and Congresswoman Anna Paulina Luna during a check ceremony for restoration of the Dunedin Pier
Security and Safetyby StaffMarch 31, 2026

PSTA, City Officials Receive Money to Repair Hurricane Ravaged Pier

The funds will specifically reconstruct the portion of the pier used by PSTA’s Clearwater Ferry, creating a permanent dock for the ferry service, which serves as an important transportation and tourism link to other Pinellas County communities.

Read More →