THE ACTUARY LENS · CONNECTED VEHICLE DATA
Data access can improve observation. Its insurance value depends on verified signals, usable coverage and consent.
Explore Connected Car Data Lab →
Vehicles can provide signals about use and condition. A signal becomes useful only when access, consent, coverage and reliability are established.
Public OEM guides and dated announcements; conflicting availability wording is flagged
Limit: Nissan and Hyundai announcements say available, while some brand pages still say 'yet to be available'; Ford shows a similar contradiction. Treat these as routes to verify, not confirmed availability.
High Mobility: OEM guides and brand pages ↗High Mobility: Nissan vehicle data announcement ↗High Mobility: Hyundai availability announcement ↗46 brands stated; public named set shown
Limit: Manufacturer is named publicly. Exact compatibility belongs in Smartcar's live model/year/powertrain checker.
Smartcar: Compatible Vehicles API v3 ↗34 publicly documented manufacturers + hardware fallback
Limit: Hyundai is included from the July 2026 European partnership announcement. Model, signal and UK-market eligibility still vary.
Targa Telematics: OEM data and connectivity ↗Targa Telematics: Hyundai Connected Mobility partnership ↗Better observation may improve validation, exposure measurement and claims triage.
Current response: Test
Watch next: Reassess after a consented pilot verifies coverage, quality and incremental value.
A manufacturer listing does not guarantee access to a particular vehicle or signal.
Infographic updated: Not separately recorded for this release. Data periods: Periods vary by source. Source checks and unrelated publications do not reset the infographic date.
INSURANCE IMPLICATIONS
What would change this view? Reassess after a consented pilot verifies coverage, quality and incremental value.
VALIDATION
A verified odometer or vehicle identity can support a check. A manufacturer listing alone does not confirm that the specific model, VIN or signal is available.
Test: Match a sample of vehicles to the actual response, record missingness and investigate discrepancies before treating them as misrepresentation.
Explore proportionate validation →MILEAGE & EXPOSURE
Odometer readings can help measure distance when timestamps, units and continuity are reliable. They do not describe every journey or its risk environment.
Test: Compare connected readings with another mileage record and quantify gaps, delays and selection effects.
Explore Pay Per Mile →CLAIMS
Available time, location or event signals may corroborate an account. Availability and resolution vary; missing data is not proof that an event did not happen.
Test: Agree the claim question first, then verify retention, timestamps and what the documented signal can establish.
CONSENT & CUSTOMER OUTCOMES
A usable service needs a clear customer purpose, an appropriate access route and a plan for withdrawal, vehicle sale and interruption.
Test: Explain the data use in plain language and provide a workable fallback when a customer cannot share data.
SOURCES
The released provider, OEM and signal register records the evidence and its limits. Manufacturer coverage is not confirmation of live model or VIN access.
Open provider, OEM and signal sources →UPDATES
Dates and periods are recorded with the individual sources. New evidence can update observations without changing the insurance conclusion.
This release does not record a separate dated change to the insurance conclusion. The revision trigger above describes what would justify reassessment.