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The insured effect will lag new-car fitment."],["02","Severity","How might repair complexity change severity?","Sensors, windscreens, calibration and electronic modules can raise the cost of otherwise repairable damage, while the mix of remaining collisions may also change."],["03","Exposure basis","Is vehicle-year still sufficient?","Vehicle-year remains observable, but model generation and verified capability may increasingly belong in the risk description."],["04","Tail and accumulation risk","Can systems create correlated failures?","Shared software, common suppliers and over-the-air updates create plausible correlated scenarios that historical vehicle-level experience may miss."],["05","Price response and selection","How quickly can prices respond?","Insurers must recognise capability without over-crediting uncertain fitment or losing competitiveness through classifications customers cannot understand."],["06","Capital vulnerability","Where could historic assumptions fail?","Historic frequency and severity relativities may become stale at different speeds across vehicle generations."],["07","Customer expectation","What will customers expect?","Drivers may expect recognised safety technology to influence price, claims handling and repair quality—even when public fitment data remains incomplete."],["08","Duty to act","What are the implications of doing nothing?","Where material safety differences are known, ignoring them indefinitely in product design, pricing or communication deserves explicit governance."]],"adasSchedulerJobs":[{"id":"adas-veh-quarterly","title":"DfT vehicle licensing release watcher","cadence":"Daily","source":"VEH0120 + VEH0160","mode":"Automatic after validation","checks":"metadata · publication date · ETag · content hash"},{"id":"adas-veh-annual","title":"DfT model/year watcher","cadence":"Weekly","source":"VEH0124","mode":"Automatic after validation","checks":"period · schema · totals · 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changes"},{"id":"adas-evidence","title":"ADAS evidence watcher","cadence":"Monthly","source":"IIHS / HLDI + reviewed research","mode":"Evidence review required","checks":"study design · population · applicability · uncertainty"},{"id":"adas-health","title":"ADAS daily health check","cadence":"Daily after source checks","source":"All ADAS jobs","mode":"Alerts only","checks":"freshness · failures · schema · coverage · public metric age"}],"adasSnapshot":{"version":"1.0","evidenceChecked":"2026-09-19","lensReviewed":"2026-09-19","lensStatus":"WATCH"},"adasSources":[{"id":"veh0120","group":"UK vehicle parc","organisation":"DfT / DVLA","title":"VEH0120 vehicle licensing data","geography":"UK and GB tables","cadence":"Daily release watch","url":"https://www.gov.uk/government/statistical-data-sets/vehicle-licensing-statistics-data-tables"},{"id":"veh0160","group":"New registrations","organisation":"DfT / DVLA","title":"VEH0160 first registrations","geography":"UK and GB 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watch","url":"https://www.gov.uk/government/organisations/department-for-transport"}],"adasTechnologies":[{"id":"aeb","short":"AEB","name":"Autonomous emergency braking","zone":"Forward","description":"Detects an imminent collision and can brake automatically."},{"id":"vru","short":"VRU AEB","name":"Pedestrian and cyclist AEB","zone":"Forward","description":"Extends collision detection and braking to vulnerable road users."},{"id":"lane","short":"Lane","name":"Lane intervention","zone":"Side","description":"Warns, steers or intervenes when the vehicle leaves its lane."},{"id":"isa","short":"ISA","name":"Intelligent speed assistance","zone":"Control","description":"Uses road-sign or map information to support speed compliance."},{"id":"dms","short":"Driver monitoring","name":"Driver monitoring","zone":"Cabin","description":"Monitors attention, distraction or drowsiness."},{"id":"blind","short":"Blind spot","name":"Blind-spot intervention","zone":"Side","description":"Detects adjacent traffic and may intervene during a lane change."},{"id":"acc","short":"ACC","name":"Adaptive cruise control","zone":"Forward","description":"Adjusts speed to maintain a selected following distance."},{"id":"centring","short":"Lane centring","name":"Lane centring","zone":"Highway","description":"Provides continuous steering support within a marked lane."},{"id":"highway","short":"Highway Assist","name":"Highway assistance","zone":"Highway","description":"Combines longitudinal and lateral assistance while the driver remains responsible."}],"claimsEvidence":[{"technology":"Front AEB","frequency":"Reduction supported","severity":"Mixed; remaining claims may cost more","strength":"Strong","uk":"Limited","note":"Multiple real-world studies support lower crash or claim frequency. Transfer to UK portfolio pricing still requires care."},{"technology":"Rear AEB","frequency":"Reduction supported","severity":"Repair-cost pressure possible","strength":"Moderate","uk":"Insufficient","note":"Evidence is directionally favourable for reversing collisions, with limited direct UK insurance measurement."},{"technology":"Blind-spot intervention","frequency":"Reduction supported","severity":"Mixed","strength":"Moderate","uk":"Limited","note":"Published evidence supports fewer relevant lane-change crashes; benefit depends on fitment and system design."},{"technology":"Lane intervention","frequency":"Evidence varies by crash type","severity":"Mixed","strength":"Emerging","uk":"Insufficient","note":"Capability and driver interaction vary materially between systems and generations."}],"regulationSteps":[{"label":"EU / NI context","state":"context","detail":"Related European safety requirements shape the market and Northern Ireland context."},{"label":"UK consultation","state":"complete","detail":"Policy options and evidence considered."},{"label":"Government response","state":"complete","detail":"July 2026 intention to proceed with a package of safety technologies."},{"label":"Legislation","state":"pending","detail":"Calendar date remains unconfirmed until legislation enters into force."},{"label":"EiF + 12 months","state":"future","detail":"New GB vehicle types."},{"label":"EiF + 24 months","state":"future","detail":"Most technologies on new complete-vehicle registrations."},{"label":"Fleet penetration","state":"future","detail":"Benefits move through the insured parc only as vehicles are replaced."}],"uiCopy":{"t1":"The Lens","t2":"ADAS Systems","t3":"THE LENS / ADAS SYSTEMS","t4":"ADAS adoption","t5":"and motor claims","t6":"Track driver-assistance adoption, safety assessments and claims evidence, with separate measures for new registrations and the existing fleet.","t7":"LENS STATUS","t8":"Reviewed ","t9":"Explore the insurance question ","t10":"Methodology & sources","t11":"ADAS ADOPTION AND CLAIMS","t12":"How adoption could affect frequency and severity.","t13":"This is a conceptual relationship, not a forecast.","t14":"ADAS fleet penetration","t15":"Collision frequency pressure","t16":"Repair severity pressure","t17":"NET INSURANCE LOSS PRESSURE","t18":"Not yet directly measurable from open UK data","t19":"01 · THE REPLACEMENT LAG","t20":"ADAS in new cars and the existing fleet.","t21":"Systems become common in showrooms before they dominate insured exposure. The tracker will measure that lag rather than assuming immediate benefit.","t22":"CONCEPTUAL · NOT A MEASURED SERIES","t23":"NEW REGISTRATIONS","t24":"EXISTING PARC","t25":"New-car adoption","t26":"Latest-quarter registrations identify the leading edge.","t27":"Fleet penetration","t28":"Vehicle retirement determines how quickly capability reaches exposure.","t29":"Claims impact","t30":"Frequency and severity emerge only after enough equipped exposure develops.","t31":"02 · CAPABILITY AND EQUIPMENT","t32":"Compare ADAS capability as well as fitment.","t33":"Euro NCAP capability is weighted by new registrations only where a valid, reviewed model match exists. Rating coverage stays visible.","t34":"PRE-2026 REGIME","t35":"Safety Assist","t36":"Retained as historical evidence under its own protocol. It is not extended into the 2026 series.","t37":"Not directly comparable →","t38":"METHODOLOGY BREAK","t39":"2026+ STAGES OF SAFETY","t40":"Safe Driving","t41":"Crash Avoidance","t42":"Separate registration-weighted indices activate only with valid scores and visible coverage.","t43":"03 · THE TECHNOLOGY STACK","t44":"Vehicle systems and their insurance implications.","t45":"Select a sensor area to connect the technology and claims-evidence views.","t46":"Evidence","t47":"Fitment treatment","t48":"Standard / optional / unavailable / unknown","t49":"Publication rule","t50":"Shown only after the coverage threshold is met","t51":"Claims question","t52":"Frequency benefit versus repair and calibration pressure","t53":"04 · CLAIMS EVIDENCE","t54":"What happens when ADAS meets an insurance claim?","t55":"External empirical evidence informs the question; it is not relabelled as measured UK insurance performance.","t56":"Strong","t57":" Multiple consistent real-world studies","t58":"Moderate","t59":" Directional evidence with limitations","t60":"Emerging","t61":" Evidence remains system- or context-dependent","t62":"TECHNOLOGY","t63":"Frequency","t64":"Severity","t65":"Evidence","t66":"UK direct evidence","t67":"05 · THE ADAS INSURANCE EQUATION","t68":"Potential changes in claim frequency and repair cost.","t69":"The direction is evidence-led. The net UK loss-cost effect is deliberately not turned into a number that open data cannot support.","t70":"FREQUENCY","t71":"AEB and vulnerable-road-user detection","t72":"Rear AEB and parking assistance","t73":"Blind-spot and lane intervention","t74":"VERSUS","t75":"SEVERITY","t76":"Radar, cameras and modules","t77":"Sensor-equipped bumpers and glass","t78":"Calibration and specialist labour","t79":"NET INSURANCE COST","t80":"Frequency benefit − severity pressure","t81":"Not yet directly measurable from the open UK data used here.","t82":"06 · REGULATORY TIMELINE","t83":"Regulation and adoption timing.","t84":"The tracker shows relative timing from entry into force. It will not invent a calendar implementation date.","t85":"07 · THE PRICING ACTUARY’S LENS","t86":"What should a motor pricing actuary watch?","t87":"LENS STATUS","t88":"Last reviewed ","t89":"Current interpretation","t90":"ADAS should put downward pressure on relevant collision frequency, but repair complexity and the changing mix of remaining claims create upward severity pressure. The net UK loss-cost effect is not yet directly measurable from the open data used here.","t91":"Frequency ↓","t92":"Severity ↑","t93":"Exposure definition evolving","t94":"Confidence limited","t95":"Johan reviews changes to this assessment.","t96":"The review date records when the Lens status and conclusions were last assessed.","t97":"Read methodology and sources ","t98":"FOLLOW THE TRANSITION","t99":"ADAS Systems","t100":"Driver remains responsible.","t101":"NEXT TRACKER","t102":"Autonomous Mobility","t103":"The driving task transfers increasingly to the system."},"_provenance":{"basis":"Previously published application data; migrated without re-certifying the evidence","migratedAt":"2026-09-22T13:08:09.452Z","sourceCodeCommit":"206eef3c06dcb1c6725080c1acbf1882cc959921","legacyRawInputsRetained":false},"adasMappingRegister":[],"adasReviewedCapabilities":[],"reviewedInterpretation":"Launch interpretation: monitor fleet penetration, capability, frequency evidence and repair-severity pressure without publishing an unsupported numeric UK loss-cost effect.","adasGovernance":{"parc":{"denominator":0,"approved":0,"percent":0,"status":"suppressed"},"registrations":{"denominator":0,"approved":0,"percent":0,"status":"suppressed"},"basis":"Coverage of the existing model mapping register; not a national fitment estimate","reviewedCapabilities":0}}}