The Lens/Autonomous Mobility

LIVE EVIDENCE TRACKER · VERSION 1.3

Autonomous Mobility

Tracking the real-world progression of autonomous vehicles—and what it means for motor insurance through a pricing actuary’s lens.

Regulatory approvals, commercial deployment, fleet size, rides and autonomous mileage are updated as the evidence changes. The Pricing Actuary’s Lens changes only when that evidence materially alters the insurance implications.

Evidence tracker last updated20 September 2026Lens last materially revised03 September 2026

01 · GLOBAL MAP

Where is driverless mobility real?

Markers represent the city, service area or regulatory jurisdiction—not an entire country. Stage reflects the most advanced verified public-road deployment in that location.

21 of 21 tracked locations

02 · DEPLOYMENT PROGRESS

How quickly is deployment progressing?

Verified developments are shown separately from stage transitions, so an announcement never looks like operating progress.

GLOBAL DEPLOYMENT TIMELINE · 29 APPROVED TIMELINE EVENTS

Complete approved deployment chronology. Launches, tests, corrections and suspensions use the same evidence ledger; only an explicit stage label changes maturity.

AtlantaWaymo lists Atlanta as serving ridersMilestone · no stage change

AustinWaymo lists Austin as serving ridersMilestone · no stage change

DallasWaymo lists Dallas as serving ridersMilestone · no stage change

DenverWaymo lists Denver as serving ridersMilestone · no stage change

HoustonWaymo lists Houston as serving ridersMilestone · no stage change

Las VegasWaymo lists Las Vegas as serving ridersMilestone · no stage change

MiamiWaymo lists Miami as serving ridersMilestone · no stage change

NashvilleWaymo lists Nashville as serving ridersMilestone · no stage change

OrlandoWaymo lists Orlando as serving ridersMilestone · no stage change

San AntonioWaymo lists San Antonio as serving ridersMilestone · no stage change

San DiegoWaymo lists San Diego as serving ridersMilestone · no stage change

SingaporeSingapore stage aligned to verified trial evidenceStage 31

TampaWaymo lists Tampa as serving ridersMilestone · no stage change

SingaporeSingapore selected as Waymo’s next international marketMilestone · no stage change

DubaiFully driverless paid Apollo Go service launched through UberStage 34

LondonUK deployment pathway moves from legislation towards implementationMilestone · no stage change

LondonSupervised Waymo testing confirmed on London roadsStage 01

Abu DhabiFully driverless paid robotaxi service launched through UberStage 34

DubaiAutonomous taxi partnerships and trial programme announcedStage 01

Abu DhabiPublic autonomous ride-hailing service launched via Uber with a safety operatorStage 23

WuhanOperation reached evidence of material fleet and ride scaleStage 45

LondonAutomated Vehicles Act received Royal AssentMilestone · no stage change

Los AngelesCPUC approved expansion of commercial passenger service areaStage 34

San FranciscoCalifornia suspended Cruise driverless permitsMilestone · no stage change

San FranciscoCommercial operating authority expandedStage 45

BeijingPermit granted for fully driverless commercial robotaxi serviceStage 34

WuhanFully driverless commercial service began in designated areasStage 34

San FranciscoCPUC authorised paid driverless passenger serviceStage 34

PhoenixFully driverless ride-hailing opened to the publicStage 34

TRACKED MARKETS BY STAGE

Stage 00
Stage 12
Stage 20
Stage 30
Stage 416
Stage 53
Counts are records in this tracker, not an estimate of all global programmes.

RECENTLY PROGRESSED

Atlanta20 September 2026Stage Stage 4

Waymo lists Atlanta as serving riders

Austin20 September 2026Stage Stage 4

Waymo lists Austin as serving riders

Dallas20 September 2026Stage Stage 4

Waymo lists Dallas as serving riders

03 · LATEST DEVELOPMENTS

What changed recently?

Only developments capable of changing deployment, exposure, liability, safety evidence or insurance economics are included.

SingaporeWeRide / MooVita / multiple shuttle operatorsDeployment

Singapore stage aligned to verified trial evidence

The official evidence supports regulated testing, but not a current public passenger pilot. Singapore is therefore classified as Stage 1 pending stronger evidence.

Why it mattersPrevents a regulatory framework from being mistaken for live passenger availability.
Tracker impactStage 3 → Stage 1Lens impactNo material changeEvidence
TampaWaymoDeployment

Waymo lists Tampa as serving riders

Waymo's current service directory lists Tampa under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
San DiegoWaymoDeployment

Waymo lists San Diego as serving riders

Waymo's current service directory lists San Diego under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
San AntonioWaymoDeployment

Waymo lists San Antonio as serving riders

Waymo's current service directory lists San Antonio under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
OrlandoWaymoDeployment

Waymo lists Orlando as serving riders

Waymo's current service directory lists Orlando under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
NashvilleWaymoDeployment

Waymo lists Nashville as serving riders

Waymo's current service directory lists Nashville under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
MiamiWaymoDeployment

Waymo lists Miami as serving riders

Waymo's current service directory lists Miami under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
Las VegasWaymoDeployment

Waymo lists Las Vegas as serving riders

Waymo's current service directory lists Las Vegas under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
HoustonWaymoDeployment

Waymo lists Houston as serving riders

Waymo's current service directory lists Houston under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
DenverWaymoDeployment

Waymo lists Denver as serving riders

Waymo's current service directory lists Denver under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
DallasWaymoDeployment

Waymo lists Dallas as serving riders

Waymo's current service directory lists Dallas under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence
AtlantaWaymo / UberDeployment

Waymo lists Atlanta as serving riders

Waymo's current service directory lists Atlanta under “Serving Riders In”.

Why it mattersConfirms a live paid public service while retaining uncertainty about market-specific fleet and ride volumes.
Tracker impactNo stage changeLens impactNo material changeEvidence

04 · THE PRICING ACTUARY’S LENS

What does this mean for motor insurance?

The framework is unchanged. Each assessment records its direction, confidence, evidence and the future development that would justify a revision.

01

Frequency

How could this affect claim frequency?

DecreasingMedium confidence
+
Current assessment

A credible reduction in human-error collisions is emerging in constrained operating domains, but it cannot yet be generalised to the whole motor book.

Evidence

Scaled services now produce meaningful driverless mileage, while the evidence remains concentrated in selected geographies, road types and weather conditions.

Why medium confidence?

Observed mileage is growing, but selection of operating domains and operator-reported comparisons limit transferability.

What would change this view?

Independent, exposure-matched loss experience across several cities and adverse conditions.

Last materially revised · 03 September 2026
02

Severity

How could this affect claim severity?

MixedMedium confidence
+
Current assessment

Lower collision frequency may be partly offset by expensive sensors, specialist repair, downtime and a larger product-liability component.

Evidence

AV fleets concentrate high-value hardware and software in intensively utilised vehicles; credible insurer-level severity experience remains limited.

Why medium confidence?

The repair-cost mechanism is clear, but mature claims distributions are not public.

What would change this view?

Credible repair invoices, total-loss rates and injury-severity distributions by autonomous mode.

Last materially revised · 03 September 2026
04

Tail and accumulation risk

How could this reduce or increase large and accumulated catastrophe losses?

MixedMedium confidence
+
Current assessment

Individual crash risk may fall while correlated technology failures create a new accumulation channel across many vehicles at once.

Evidence

Common software, mapping, cloud, GNSS, sensor and OTA dependencies can bypass the geographic diversification assumed in conventional motor portfolios.

Why medium confidence?

The dependency structure is observable; the insured loss distribution is not.

What would change this view?

A fleet-wide operational incident, systemic recall or insured loss event with common technological cause.

Last materially revised · 03 September 2026
ONE TECHNOLOGY FAILURECommon dependency
MANY VEHICLES EXPOSED SIMULTANEOUSLY

Software defectFaulty OTA updateMapping errorCloud outageGNSS disruptionCyber compromiseSensor defectShared AI modelManufacturer issue

05

Price response and selection

How price sensitive is the market to these changes?

UncertainLow confidence
+
Current assessment

Retail customers may expect lower prices for safer automation before insurers can isolate the genuine autonomous exposure benefit.

Evidence

Consumer pricing remains attached to the vehicle and user while risk ownership is shifting towards fleets, operators and manufacturers.

Why low confidence?

There is not yet a mature, contestable personal-lines market for fully driverless exposure.

What would change this view?

Published purchasing behaviour, tender data or price-elasticity evidence for autonomous mobility cover.

Last materially revised · 03 September 2026
06

Capital vulnerability

Could naive insurance capital get burnt in the short to medium term?

IncreasingHigh confidence
+
Current assessment

Yes. Capital can overprice headline safety gains and underprice repair severity, liability ambiguity, sparse data and systemic correlation.

Evidence

Fast deployment creates pressure to price ahead of credible claims experience, precisely when technology and responsibility are changing together.

Why high confidence?

The mechanism is consistent with prior new-risk cycles even though ultimate loss ratios are not yet observable.

What would change this view?

Stable multi-year loss costs, clearer liability allocation and proven reinsurance treatment.

Last materially revised · 03 September 2026
07

Consumer expectation

Do consumers want and expect change?

IncreasingMedium confidence
+
Current assessment

Usage growth in live markets shows real demand, but acceptance remains sensitive to safety events, availability, trust and price.

Evidence

Paid ride volumes have scaled materially in live US and Chinese markets, while access elsewhere remains pilot or testing only.

Why medium confidence?

Behaviour is observable in operating markets but is not automatically transferable to the UK.

What would change this view?

Sustained repeat usage, willingness-to-pay evidence and post-incident retention across diverse markets.

Last materially revised · 03 September 2026
08

Duty to act

Knowing this and doing nothing, does it remain consistent with Consumer Duty?

IncreasingMedium confidence
+
Current assessment

Firms should at least identify foreseeable product, pricing and claims-process harms. The required action depends on the exposure actually written.

Evidence

Mixed-mode vehicles and shifting liability can create unclear cover, poor claims journeys or prices that no longer reflect the service delivered.

Why medium confidence?

The duty is established; the specific response depends on product design and evidence of foreseeable harm.

What would change this view?

Meaningful UK customer exposure, unclear policy wording or evidence that current journeys produce poor outcomes.

Last materially revised · 03 September 2026

05 · EVIDENCE LIBRARY

Sources and evidence limits

Material claims should resolve to an original source. Primary regulators and governments take precedence; estimates are labelled rather than presented as fact.

1Regulator2Government3Operator disclosure4Academic / technical5High-quality news6Industry analysis7Estimate
SourceScopeRelevant toQuality
Waymo — current ride availabilityWaymo · 20 September 2026TampaMultipleDeployment / evidenceAccessed 20 September 2026Operator disclosureSingapore selected as Waymo’s next international marketWaymo · 18 September 2026SingaporeMultipleDeployment / evidenceAccessed 20 September 2026Credible mediaAutomated Vehicles Act received Royal Assentgov.uk · 18 September 2026LondonMultipleDeployment / evidenceAccessed 18 September 2026GovernmentAutonomous taxi partnerships and trial programme announcedmediaoffice.ae · 18 September 2026DubaiMultipleDeployment / evidenceAccessed 18 September 2026Credible mediaCPUC approved expansion of commercial passenger service areacpuc.ca.gov · 18 September 2026Los AngelesMultipleDeployment / evidenceAccessed 18 September 2026Operator disclosureCPUC authorised paid driverless passenger servicecpuc.ca.gov · 18 September 2026San FranciscoMultipleDeployment / evidenceAccessed 18 September 2026Primary regulatorCommercial operating authority expandedcpuc.ca.gov · 18 September 2026San FranciscoMultipleDeployment / evidenceAccessed 18 September 2026Primary regulatorFully driverless commercial service began in designated areasir.baidu.com · 18 September 2026WuhanMultipleDeployment / evidenceAccessed 18 September 2026Operator disclosureFully driverless ride-hailing opened to the publicwaymo.com · 18 September 2026PhoenixMultipleDeployment / evidenceAccessed 18 September 2026Operator disclosurePermit granted for fully driverless commercial robotaxi serviceir.baidu.com · 18 September 2026BeijingMultipleDeployment / evidenceAccessed 18 September 2026Operator disclosurePublic autonomous ride-hailing service launched via Uber with a safety operatoruber.com · 18 September 2026Abu DhabiMultipleDeployment / evidenceAccessed 18 September 2026Credible mediaWaymo — Los Angeles service informationWaymo · 18 September 2026Los AngelesMultipleDeployment / evidenceAccessed 18 September 2026Operator disclosureWaymo — Phoenix service informationWaymo · 18 September 2026PhoenixMultipleDeployment / evidenceAccessed 18 September 2026Operator disclosureReuters — Tokyo launch targetReuters · 15 September 2026TokyoMultipleDeployment / evidenceAccessed 15 September 2026Credible mediaFully driverless paid Apollo Go service launched through Uberreuters.com · 20 August 2026DubaiMultipleDeployment / evidenceAccessed 18 September 2026Credible mediaUK deployment pathway moves from legislation towards implementationMultiple · 01 June 2026Great BritainMultipleDeployment / evidenceAccessed 20 September 2026Credible mediaAutonomous passenger vehicles in LondonLondon Assembly · 22 May 2026LondonMultipleDeployment / evidenceAccessed 20 September 2026GovernmentCalifornia Public Utilities Commission — Autonomous Vehicle ProgramsCalifornia Public Utilities Commission · 01 January 2026San FranciscoMultipleDeployment / evidenceAccessed 18 September 2026Primary regulatorFully driverless paid robotaxi service launched through Uberreuters.com · 26 November 2025Abu DhabiMultipleDeployment / evidenceAccessed 18 September 2026Credible mediaWaymo operating scale disclosureWaymo · 14 April 2025United States networkMultipleDeployment / evidenceAccessed 20 September 2026Operator disclosureAutonomous vehicles programmeSingapore Land Transport Authority · 01 January 2025SingaporeMultipleDeployment / evidenceAccessed 20 September 2026Primary regulatorWaymo safety impact dataWaymo · 01 January 2025United StatesMultipleDeployment / evidenceAccessed 18 September 2026Operator disclosureBaidu Q2 2024 results — Apollo Go operating disclosureBaidu · 22 August 2024China / networkMultipleDeployment / evidenceAccessed 20 September 2026Operator disclosureUK Government — Automated Vehicles Act 2024UK Government · 20 May 2024LondonMultipleDeployment / evidenceAccessed 18 September 2026GovernmentDMV statement on Cruise suspensionCalifornia Department of Motor Vehicles · 24 October 2023CaliforniaMultipleDeployment / evidenceAccessed 20 September 2026Primary regulator

06 · CHANGE LOG

How has the assessment evolved?

Evidence, map and Lens changes are recorded separately. New information is not the same thing as a new actuarial conclusion.

Global tracker

Map, timeline, developments, evidence and headline metrics moved to one approved event ledger. Coverage expanded to 21 visible locations and the full chronology is now shown.

Map
Singapore corrected to Stage 1; 12 additional verified US services added
Lens
No Lens conclusion changed

Global tracker

Initial evidence-led Autonomous Mobility tracker published with nine verified markets.

Map
Initial classification published
Lens
Eight-question baseline published

Singapore

Waymo mapping and supervised-test plan added as a candidate future deployment.

Map
No stage change
Lens
No material change

Global tracker

Timeline, freshness dates and disclosed-scale indicators changed to derive from approved records and cited evidence.

Map
No stage change
Lens
No material change

Abu Dhabi

Commercial status reconciled to the verified removal of the safety operator.

Map
Stage changed from 3 → 4
Lens
No material change

Dubai

Commercial status reconciled to the verified fully driverless paid launch.

Map
Stage changed from 3 → 4
Lens
No material change

Great Britain

Implementation pathway added following the Automated Vehicles Act framework and supervised testing evidence.

Map
London Stage 1 baseline classified
Lens
Exposure-unit commentary updated
The tracker records what is changing.The Lens interprets what those changes mean for insurance.