Data Brokers

Driving Scores: How Telematics Data Reaches Your Insurer

August 13, 2026 8 min read Haven Team

In 2024, drivers who had never enrolled in a usage-based insurance program started requesting their consumer files and finding detailed records of their own trips. Dates, distances, and counts of hard braking and rapid acceleration events, compiled into a report that insurers could buy. The data came from the cars themselves, through a feature many of the drivers remembered as a safety score in a manufacturer's app.


The story broke through reporting by Kashmir Hill in the New York Times, and the mechanics turned out to be less exotic than the surprise suggested. Connected vehicles have carried cellular modems for years. Those modems already transmit diagnostics, crash notifications, and location. Adding driver behaviour to the stream costs the manufacturer nothing and produces something with an established buyer.

What made it consequential was the destination. The behaviour data did not go to the manufacturer's own analytics team and stop there. It went to consumer reporting agencies, which is a specific legal category, and from there into the underwriting process for auto insurance.

The pipeline, one hop at a time

Four parties are involved, and the transitions between them are where the consent question gets murky.

Stage What moves What the driver typically saw
Vehicle to manufacturer Trip start and end, distance, speed, hard braking, rapid acceleration, sometimes location A safety score or driving insights feature in the companion app
Manufacturer to data partner Per-trip event records tied to a vehicle identification number and a person A clause in a privacy policy or a checkbox during vehicle or app setup
Data partner to reporting agency The same records, compiled into a consumer report format Nothing
Reporting agency to insurer A report, purchased at quote or renewal time A premium that went up, with no stated reason tied to this

By the last stage the driver has no visibility at all. An insurance quote arrives as a number. Nothing in it says which data sources fed the model, and nothing requires the driver to be told that a report on their braking habits was consulted.

What regulators did

The response arrived in three distinct forms, which is worth noting because each has a different reach.

The manufacturer stopped. General Motors announced in March 2024 that it would end the sharing of driver behaviour data with LexisNexis Risk Solutions and Verisk, and later said it was discontinuing the smart driver program that generated it. Verisk closed the telematics exchange that handled this category of data.

A state attorney general sued. Texas filed suit against General Motors in August 2024 over the collection and sale of driver data, alleging the consent obtained during vehicle purchase and app enrolment was inadequate.

The FTC acted on the reporting-agency link. In January 2025 the Commission announced a proposed order that would bar GM and OnStar from sharing geolocation and driver behaviour data with consumer reporting agencies for five years, and would require affirmative consent before collecting that data going forward.

Why the reporting-agency step is the important one

When behaviour data is compiled into something a company sells to help others make decisions about your eligibility for insurance or credit, US law treats it as a consumer report. That designation carries obligations: you can request your file, you can dispute inaccuracies, and the buyer must tell you when the report contributed to an adverse decision. The Fair Credit Reporting Act was written in 1970. It applies here because of what the data is used for, not because anyone anticipated connected cars.

The accuracy problem underneath

Set aside consent for a moment. There is a separate question about whether these signals mean what the scoring model treats them as meaning.

A hard braking event is an accelerometer reading past a threshold. It does not distinguish between inattention and a correct emergency response to somebody else's error. A driver who brakes hard because a child stepped into the road produces the same record as one who was following too closely. Late-night trips score worse in some models regardless of who was driving or why, which is a proxy that falls unevenly on shift workers and caregivers.

Then there is attribution. The record is tied to a vehicle. Households share cars. A teenager, a partner, or a valet generates events that land in the registered owner's file with nothing marking the difference.

A model that scores a correct emergency stop the same way it scores tailgating is not measuring safe driving. It is measuring how often the accelerometer crossed a line, and then pricing that as though the two were the same thing.

How to see what exists about you

The rights that apply here are ordinary consumer reporting rights, and they work regardless of whether you drive a connected car.

The part that generalises

Telematics is one instance of a pattern documented across several industries: a device collects operational data for a stated purpose, an internal team finds a secondary market for it, and the data reaches a decision about the person that they were never told was being made. The same shape appears in prescription histories sold to underwriters, in tenant screening reports, and in the credit header data that circulates well outside the credit system.

What distinguishes the car case is that the sensor was already there. Nobody had to deploy anything or persuade the driver to install an app. The vehicle had a modem, a manufacturer had a partnership, and the data started flowing. Our wider write-up on connected car privacy covers the rest of what a modern vehicle records, and the data broker opt-out guide covers the removal processes that work in practice.

The useful habit is to ask, of any device that reports back to a manufacturer, who else receives the report and what decision it feeds. That question has a concrete answer in the privacy policy often enough to be worth the five minutes, and when it does not, the absence is itself informative.

Try Haven free for 15 days

Encrypted email and chat in one app. No credit card required.

Get Started →