In our previous articles, we covered how telematics changes risk selection and how it helps insurers manage portfolios after binding.
But none of that eliminates one of the major cost items – fleets have accidents and claims follow.
This is where telematics can become the definitive evidence. But often it doesn’t.
Telematics (is not) in claims workflows
In claims, data stops being hypothetical:
In pricing & selection, telematics helps assess what may happen.
In portfolio management, it flags changes that may lead to losses.
In claims, it should answer what actually happened – the location, speed, timing, driver, road conditions, and whether the vehicle was even on policy.
In theory, with telematics, claims teams should get straightforward answers, but telematics is often absent at an early stage or not usable.
As a result, instead of a single, verified source of truth, they receive fragments – police reports, driver statements, etc. Critical information is requested retroactively, from parties that may no longer be cooperative, in a format that may not fit the investigation process. As a result:
Investigation cycles stretch
Reserves are set on estimates
Fraud hides in what can’t be verified
The process slows down, and fast close opportunities perish
Adjusters either pay claims that shouldn't be paid or they fight claims that should have been resolved quickly. Neither outcome is good for the book.
All that mirrors what we observed in underwriting and portfolio management.
The problem is not the lack of telematics, but the lack of infrastructure that could turn telematics into something usable in insurance decisions.
From telematics data to insurance-ready evidence
Draivn becomes “The Little Engine That Could.” Let us tell the story.
Across underwriting, portfolio management, loss control, and claims, the underlying principle is the same – insurance decisions don’t require more data, but the data that is:
Translated into an insurance-ready format
Available at the moment of decision
Natively integrated into the workflow
Draivn collects raw signals from 200+ telematics platforms and transforms them into structured, validated evidence that can be used directly in claims workflows.
The platform delivers the evidence continuously throughout the policy term or at FNOL. When an accident occurs, the data is already there. Or available within hours for fleets connected at the First Notice of Loss.
Claims teams receive a structured, consistent accident overview that includes accident details, driver and vehicle status, video (where available), and coverage verification. All governed from the start, with event-specific consent built into the process.
In the end, the same infrastructure that supports underwriting and portfolio management becomes the evidence layer for claims.
What telematics changes in claims
Industry estimates suggest that insurers can improve loss ratios by up to 2.5 pp through faster, evidence-backed claims handling. Industry estimates suggest:
Proactive outreach. With accident monitoring in place, insurers can contact the fleet before the claim is even filed.
Faster accident reconstruction. Claims teams can reconstruct the event based on verified data, rather than conflicting narratives.
Shorter investigation cycles. Streamlined information gathering and early, evidence-based negotiations may result in faster claims resolution.
Smarter claims triage. Early data can help distinguish high- and low-severity incidents, or suspicious events, and route them to the most suitable team.
Stronger fraud detection. Inconsistencies between claimed events and telematics become evident at once.
More accurate initial reserves. The exposure profile at the time of the incident, combined with driver behavior data and severity indicators, informs the reserves early.
The bottom line
Smart selection and portfolio management? Accidents will happen.
And when it happens, make sure the evidence is already in the record.
