The official evidence supports regulated testing, but not a current public passenger pilot. Singapore is therefore classified as Stage 1 pending stronger evidence.
Source: Original source ↗THE ACTUARY LENS · AUTONOMOUS MOBILITY
Autonomous Mobility
Tracking the real-world progression of autonomous vehicles—and what it means for motor insurance through a pricing actuary’s lens.
Read the explanation, evidence and limitations
From driving risk to operating risk
Driverless vehicles change who controls the journey. The insurance question is where they operate, what they can handle and who is responsible when something goes wrong.
Locations in released map: Abu Dhabi (Commercial); Atlanta (Commercial); Austin (Commercial); Beijing (Commercial); Dallas (Commercial); Denver (Commercial); Dubai (Commercial); Houston (Commercial); Las Vegas (Commercial); London (Pilot / testing); Los Angeles (Commercial); Miami (Commercial); Nashville (Commercial); Orlando (Commercial); Phoenix (Commercial); San Antonio (Commercial); San Diego (Commercial); San Francisco (Commercial); Singapore (Pilot / testing); Tampa (Commercial); Wuhan (Commercial).
What changed in the evidence?
Waymo's current service directory lists Tampa under “Serving Riders In”.
Source: Original source ↗Waymo's current service directory lists San Diego under “Serving Riders In”.
Source: Original source ↗Insurance implication
Frequency may fall; liability and accumulation may shift.
Current response: Monitor
Watch next: Reassess when scaled operations disclose comparable exposure and developed claims.
Deployment counts alone cannot tell us how much an insurer’s losses will change.
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.
Released sources
London Assembly: Autonomous passenger vehicles in London ↗Singapore Land Transport Authority: Autonomous vehicles programme ↗Baidu: Baidu Q2 2024 results — Apollo Go operating disclosure ↗California Department of Motor Vehicles: DMV statement on Cruise suspension ↗Waymo: Singapore selected as Waymo’s next international market ↗Multiple: UK deployment pathway moves from legislation towards implementation ↗Waymo: Waymo operating scale disclosure ↗Waymo: Waymo — current ride availability ↗gov.uk: Automated Vehicles Act received Royal Assent ↗mediaoffice.ae: Autonomous taxi partnerships and trial programme announced ↗cpuc.ca.gov: CPUC approved expansion of commercial passenger service area ↗cpuc.ca.gov: CPUC authorised paid driverless passenger service ↗California Public Utilities Commission: California Public Utilities Commission — Autonomous Vehicle Programs ↗cpuc.ca.gov: Commercial operating authority expanded ↗ir.baidu.com: Fully driverless commercial service began in designated areas ↗reuters.com: Fully driverless paid Apollo Go service launched through Uber ↗reuters.com: Fully driverless paid robotaxi service launched through Uber ↗waymo.com: Fully driverless ride-hailing opened to the public ↗ir.baidu.com: Permit granted for fully driverless commercial robotaxi service ↗uber.com: Public autonomous ride-hailing service launched via Uber with a safety operator ↗UK Government: UK Government — Automated Vehicles Act 2024 ↗Waymo: Waymo safety impact data ↗Waymo: Waymo — Los Angeles service information ↗Waymo: Waymo — Phoenix service information ↗Reuters: Reuters — Tokyo launch target ↗Download the underlying released evidenceTopic status and controls
LIVE EVIDENCE TRACKER · VERSION 1.3
Autonomous Mobility detail
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.
INSURANCE IMPLICATIONS
The actuarial conclusion
- Direction
- Frequency may fall; liability and accumulation may shift.
- Magnitude
- No credible portfolio-wide saving can yet be inferred from deployment counts.
- Timing
- Local operating domains first; wider effects depend on scale.
- Evidence
- Deployment and permission evidence is stronger than comparable insured claims evidence.
- Response
- Monitor before changing portfolio assumptions.
What would change this view? Reassess when scaled operations disclose comparable exposure and developed claims.
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.
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
Latest five events; expand for the complete approved deployment chronology. Launches, tests, corrections and suspensions use the same evidence ledger; only an explicit stage label changes maturity.TRACKED MARKETS BY STAGE
Counts are records in this tracker, not an estimate of all global programmes.LATEST DISCLOSED SCALE
These measurements come from approved event records. Network totals are not presented as city figures.
RECENTLY PROGRESSED
Waymo lists Atlanta as serving riders
Waymo lists Austin as serving riders
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.
19 matching developments · latest five shown first
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.
Waymo lists Tampa · San Diego · San Antonio · Orlando · Nashville · Miami · Las Vegas · Houston · Denver · Dallas as serving riders
Waymo's current service directory lists Tampa · San Diego · San Antonio · Orlando · Nashville · Miami · Las Vegas · Houston · Denver · Dallas under “Serving Riders In”.
Waymo lists Atlanta · Austin as serving riders
Waymo's current service directory lists Atlanta · Austin under “Serving Riders In”.
Singapore selected as Waymo’s next international market
Waymo announced mapping and supervised testing ahead of a planned 2028 public service, subject to LTA approval and safety assessment.
Fully driverless paid Apollo Go service launched through Uber
Fully driverless paid Apollo Go service launched through Uber
04 · INSURANCE IMPLICATIONS
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.
01Frequency
How could this affect claim frequency?
DecreasingMedium confidence+
Frequency
How could this affect claim frequency?
A credible reduction in human-error collisions is emerging in constrained operating domains, but it cannot yet be generalised to the whole motor book.
Scaled services now produce meaningful driverless mileage, while the evidence remains concentrated in selected geographies, road types and weather conditions.
Observed mileage is growing, but selection of operating domains and operator-reported comparisons limit transferability.
Independent, exposure-matched loss experience across several cities and adverse conditions.
02Severity
How could this affect claim severity?
MixedMedium confidence+
Severity
How could this affect claim severity?
Lower collision frequency may be partly offset by expensive sensors, specialist repair, downtime and a larger product-liability component.
AV fleets concentrate high-value hardware and software in intensively utilised vehicles; credible insurer-level severity experience remains limited.
The repair-cost mechanism is clear, but mature claims distributions are not public.
Credible repair invoices, total-loss rates and injury-severity distributions by autonomous mode.
03Exposure basis
Is the exposure unit we currently use still appropriate?
IncreasingHigh confidence+
Exposure basis
Is the exposure unit we currently use still appropriate?
Vehicle-years alone will become progressively less informative. Risk must distinguish human and autonomous miles, operating domain, utilisation and software state.
The same vehicle can move between modes and operating domains with materially different risk controls and responsible entities.
The exposure mismatch follows directly from mixed-mode operation and is visible before full claims credibility emerges.
Standardised, auditable reporting of autonomous miles and system state at policy and incident level.
04Tail and accumulation risk
How could this reduce or increase large and accumulated catastrophe losses?
MixedMedium confidence+
Tail and accumulation risk
How could this reduce or increase large and accumulated catastrophe losses?
Individual crash risk may fall while correlated technology failures create a new accumulation channel across many vehicles at once.
Common software, mapping, cloud, GNSS, sensor and OTA dependencies can bypass the geographic diversification assumed in conventional motor portfolios.
The dependency structure is observable; the insured loss distribution is not.
A fleet-wide operational incident, systemic recall or insured loss event with common technological cause.
Software defectFaulty OTA updateMapping errorCloud outageGNSS disruptionCyber compromiseSensor defectShared AI modelManufacturer issue
05Price response and selection
How price sensitive is the market to these changes?
UncertainLow confidence+
Price response and selection
How price sensitive is the market to these changes?
Retail customers may expect lower prices for safer automation before insurers can isolate the genuine autonomous exposure benefit.
Consumer pricing remains attached to the vehicle and user while risk ownership is shifting towards fleets, operators and manufacturers.
There is not yet a mature, contestable personal-lines market for fully driverless exposure.
Published purchasing behaviour, tender data or price-elasticity evidence for autonomous mobility cover.
06Capital vulnerability
Could naive insurance capital get burnt in the short to medium term?
IncreasingHigh confidence+
Capital vulnerability
Could naive insurance capital get burnt in the short to medium term?
Yes. Capital can overprice headline safety gains and underprice repair severity, liability ambiguity, sparse data and systemic correlation.
Fast deployment creates pressure to price ahead of credible claims experience, precisely when technology and responsibility are changing together.
The mechanism is consistent with prior new-risk cycles even though ultimate loss ratios are not yet observable.
Stable multi-year loss costs, clearer liability allocation and proven reinsurance treatment.
07Consumer expectation
Do consumers want and expect change?
IncreasingMedium confidence+
Consumer expectation
Do consumers want and expect change?
Usage growth in live markets shows real demand, but acceptance remains sensitive to safety events, availability, trust and price.
Paid ride volumes have scaled materially in live US and Chinese markets, while access elsewhere remains pilot or testing only.
Behaviour is observable in operating markets but is not automatically transferable to the UK.
Sustained repeat usage, willingness-to-pay evidence and post-incident retention across diverse markets.
08Duty to act
Knowing this and doing nothing, does it remain consistent with Consumer Duty?
IncreasingMedium confidence+
Duty to act
Knowing this and doing nothing, does it remain consistent with Consumer Duty?
Firms should at least identify foreseeable product, pricing and claims-process harms. The required action depends on the exposure actually written.
Mixed-mode vehicles and shifting liability can create unclear cover, poor claims journeys or prices that no longer reflect the service delivered.
The duty is established; the specific response depends on product design and evidence of foreseeable harm.
Meaningful UK customer exposure, unclear policy wording or evidence that current journeys produce poor outcomes.
The assessment applies the existing eight-question framework. Read the framework
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.
| Source | Scope | Relevant to | Quality |
|---|---|---|---|
| Waymo — current ride availability ↗Waymo · 20 September 2026 | TampaMultiple | Deployment / evidenceSource checked 20 September 2026 | Operator disclosure |
| Singapore selected as Waymo’s next international market ↗Waymo · 18 September 2026 | SingaporeMultiple | Deployment / evidenceSource checked 20 September 2026 | Credible media |
| Automated Vehicles Act received Royal Assent ↗gov.uk · 18 September 2026 | LondonMultiple | Deployment / evidenceSource checked 18 September 2026 | Government |
| Autonomous taxi partnerships and trial programme announced ↗mediaoffice.ae · 18 September 2026 | DubaiMultiple | Deployment / evidenceSource checked 18 September 2026 | Credible media |
| CPUC approved expansion of commercial passenger service area ↗cpuc.ca.gov · 18 September 2026 | Los AngelesMultiple | Deployment / evidenceSource checked 18 September 2026 | Operator disclosure |
| CPUC authorised paid driverless passenger service ↗cpuc.ca.gov · 18 September 2026 | San FranciscoMultiple | Deployment / evidenceSource checked 18 September 2026 | Primary regulator |
| Commercial operating authority expanded ↗cpuc.ca.gov · 18 September 2026 | San FranciscoMultiple | Deployment / evidenceSource checked 18 September 2026 | Primary regulator |
| Fully driverless commercial service began in designated areas ↗ir.baidu.com · 18 September 2026 | WuhanMultiple | Deployment / evidenceSource checked 18 September 2026 | Operator disclosure |
| Fully driverless ride-hailing opened to the public ↗waymo.com · 18 September 2026 | PhoenixMultiple | Deployment / evidenceSource checked 18 September 2026 | Operator disclosure |
| Permit granted for fully driverless commercial robotaxi service ↗ir.baidu.com · 18 September 2026 | BeijingMultiple | Deployment / evidenceSource checked 18 September 2026 | Operator disclosure |
| Public autonomous ride-hailing service launched via Uber with a safety operator ↗uber.com · 18 September 2026 | Abu DhabiMultiple | Deployment / evidenceSource checked 18 September 2026 | Credible media |
| Waymo — Los Angeles service information ↗Waymo · 18 September 2026 | Los AngelesMultiple | Deployment / evidenceSource checked 18 September 2026 | Operator disclosure |
| Waymo — Phoenix service information ↗Waymo · 18 September 2026 | PhoenixMultiple | Deployment / evidenceSource checked 18 September 2026 | Operator disclosure |
| Reuters — Tokyo launch target ↗Reuters · 15 September 2026 | TokyoMultiple | Deployment / evidenceSource checked 15 September 2026 | Credible media |
| Fully driverless paid Apollo Go service launched through Uber ↗reuters.com · 20 August 2026 | DubaiMultiple | Deployment / evidenceSource checked 18 September 2026 | Credible media |
| UK deployment pathway moves from legislation towards implementation ↗Multiple · 01 June 2026 | Great BritainMultiple | Deployment / evidenceSource checked 20 September 2026 | Credible media |
| Autonomous passenger vehicles in London ↗London Assembly · 22 May 2026 | LondonMultiple | Deployment / evidenceSource checked 20 September 2026 | Government |
| California Public Utilities Commission — Autonomous Vehicle Programs ↗California Public Utilities Commission · 01 January 2026 | San FranciscoMultiple | Deployment / evidenceSource checked 18 September 2026 | Primary regulator |
| Fully driverless paid robotaxi service launched through Uber ↗reuters.com · 26 November 2025 | Abu DhabiMultiple | Deployment / evidenceSource checked 18 September 2026 | Credible media |
| Waymo operating scale disclosure ↗Waymo · 14 April 2025 | United States networkMultiple | Deployment / evidenceSource checked 20 September 2026 | Operator disclosure |
| Autonomous vehicles programme ↗Singapore Land Transport Authority · 01 January 2025 | SingaporeMultiple | Deployment / evidenceSource checked 20 September 2026 | Primary regulator |
| Waymo safety impact data ↗Waymo · 01 January 2025 | United StatesMultiple | Deployment / evidenceSource checked 18 September 2026 | Operator disclosure |
| Baidu Q2 2024 results — Apollo Go operating disclosure ↗Baidu · 22 August 2024 | China / networkMultiple | Deployment / evidenceSource checked 20 September 2026 | Operator disclosure |
| UK Government — Automated Vehicles Act 2024 ↗UK Government · 20 May 2024 | LondonMultiple | Deployment / evidenceSource checked 18 September 2026 | Government |
| DMV statement on Cruise suspension ↗California Department of Motor Vehicles · 24 October 2023 | CaliforniaMultiple | Deployment / evidenceSource checked 20 September 2026 | Primary regulator |
06 · UPDATES
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