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 Leaders Gather for National Safety Summit
Security and Safetyby Alex RomanSeptember 16, 2026

Transit Agencies Highlight Safety Gains at National Summit

Leaders from 15 major transit systems shared crime-reduction results and safety initiatives while discussing the role of continued federal support.

Read More →
DART's light rail station at 8th and Corinth
Security and Safetyby Alex RomanSeptember 10, 2026

DART Launches Major Security, Fare Enforcement Initiative

The 90-day demonstration will deploy coordinated security teams at five light rail stations while testing controlled access and gathering data to guide future investments.

Read More →
RTD Launches All-in-One NextRide App
Technologyby Alex RomanAugust 26, 2026

RTD Launches NextRide App to Consolidate Trip Planning, Fares, Security Reporting

The app expands on RTD’s existing NextRide web application and allows customers to view real-time vehicle locations and service alerts, purchase and store digital fares, and access customer support.

Read More →
Ad Loading...
A blue and white graphic with technician hands working on an engine and text reading "TAPTCO Updates OSHA Compliance Training for Transit Maintenance."
Security and Safetyby Elora HaynesAugust 25, 2026

TAPTCO Updates OSHA Compliance Training for Transit Maintenance Operations

The revamped program addresses 26 OSHA standards for maintenance facilities, with TAPTCO pointing to training, documentation, and everyday shop hazards as continuing challenges for transit operations.

Read More →
An image of a doorway on a public transit vehicle with a yellow outline overlay.
SponsoredAugust 18, 2026

How VaporVision Adds Value to Transit Door Systems

Wabtec engineers explain how the system improves doorway detection, strengthens diagnostics and gives transit agencies and OEMs greater operating flexibility.

Read More →
An Amtrak Cascades Airo Trainset at a station.
Railby Alex RomanAugust 14, 2026

FRA Announces $5.3B in Rail Investments, Including $2B for Amtrak

Funding will support grade-crossing improvements, infrastructure upgrades, and new Amtrak equipment in 23 states.

Read More →
Ad Loading...
Layered Safety Strategies Take Hold in Chicago and Maryland
Security and Safetyby Alex RomanAugust 13, 2026

Chicago, Maryland Expand Non-Law-Enforcement Safety, Rider Support

The CTA and MTA are launching new programs aimed at de-escalation, crisis response, rider assistance, and greater transparency.

Read More →
AI Powers Bus Lane Enforcement
Technologyby Alex RomanAugust 12, 2026

LA Metro, City of West Hollywood, and Partners Advance Smarter Bus Lane Enforcement

The award-winning partnership combines AI-powered detection with human oversight to improve bus reliability, accessibility, and enforcement efficiency.

Read More →
A man speaks with two Los Angeles Metro Ambassadors.
Security and Safetyby Elora HaynesAugust 4, 2026

LA Metro Reports 57% Decline in Homelessness on Transit System Since 2024

The agency's latest homelessness count offers new data on how care-based services and cross-sector partnerships can complement traditional transit security strategies.

Read More →
Ad Loading...
An image of the white house with text overlayed reading "FTA Launches Transit Performance Dashboard."
Security and Safetyby Elora HaynesJuly 24, 2026

FTA Launches 'Transit Moves America' Dashboard to Highlight Agency Safety and Performance

The online dashboard transforms National Transit Database information into a public-facing resource that allows users to compare transit agencies on key operational and safety metrics.

Read More →