Aug 28, 2012 - Telematics data is very predictive of risk. Various studies demonstrate predictive potential. Companies g
Usage-Based Insurance The present and future of auto insurance Robin Harbage, FCAS, MAAA August 28, 2012
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UBI – an overview The current UBI market UBI challenges UBI customers UBI data The game is changing Questions 1 © 2012 Towers Watson. All rights reserved. Proprietary and Confidential. For Towers Watson and Towers Watson client use only. towerswatson.com
UBI – an overview
2 © 2012 Towers Watson. All rights reserved. Proprietary and Confidential. For Towers Watson and Towers Watson client use only. towerswatson.com
UBI Step-change Actual driving behavior - not proxies
Game changing - decommoditization Increased loyalty
Enhanced Risk Segmentation
Differentiated Proposition Valued products & services
Not unfairly discriminatory
UBI
Claims Reduction Improve driving behaviour
Enhanced claim handling
Save lives
UBI is inevitable. Only the pace of significant mass-market adoption will vary by territory 3 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
What is usage-based insurance (UBI) today? Customer Feedback
Real time connectivity
Insurance Insurance Premiums Premium $1,200 $1,200 $1,080 $1,080 $1,000 $1,000 $ $ 900 900
Company Feedback
Vehicle data Policy information Claims information
Vehicle Score VIN: 12345… Miles driven: 6,234 Event 1 per mile: .05 Event 2 per mile: .01
Additional databases
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Why is UBI game-changing? Significantly increases pricing accuracy Appeals to consumers as it makes sense, is controllable, and minimizes reliance on controversial proxies Attracts lower risk insureds via self-selection Allows customers to understand and eliminate risky behaviors, actually reducing accident frequency
Risk reduction
Better pricing
Claims handling
Improves claims handling Differentiates product offering by offering additional services Self selection
Increased Profits & Retention
Customer satisfaction
All of these advantages lead to increased profits and improved retention. 5 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Telematics data is very predictive of risk Various studies demonstrate predictive potential
Companies gain competitive advantage through better segmentation Elimination of cross-subsidization is more “fair” 6 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
UBI is consumer friendly and socially appealing
Makes sense and is fair to vary premium based on the way the vehicle is driven Will ultimately reduce the reliance on other controversial proxy variables (e.g., insurance scores) Consumers control their driving behavior, so with feedback they can reduce their premium “Safe” driving is “green” driving
7 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
UBI programs have lower losses… Selfselection Driver Monitoring & Feedback Claims Handling
…which should result in lower premium 8 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
UBI programs have lower losses… Selfselection Driver Monitoring & Feedback Claims Handling
…which should result in lower premium 9 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Is there a self-selection effect? The current programs are voluntary, and those who perceive their vehicle(s) are operated “better than average” opt in to the program Safe drivers Low annual mileage vehicles Highly engaged parents Particularly significant for early programs, but will become diluted over time as more insureds “closer” to the average risk opt in What is the impact of this self-selection? No loss reduction, just more knowledge $800 No industry premium reduction, just a different distribution of premium $1000 $1000 $1000
$1000 10
Yes, there is a self-selection effect, especially in the early stages Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
UBI programs have lower losses… Selfselection Driver Monitoring & Feedback Claims Handling
…which should result in lower premium 11 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Consumer feedback can further reduce loss costs Some companies are only focusing on differentiating rates Data has been used effectively to reduce accident frequency for fleets and teen drivers Providing feedback and incentives can reduce risk further and lower loss costs Several companies, including Towers Watson, are creating products to reduce loss costs and save lives using effective driver coaching Effective programs require constant feedback and motivation to change the right behaviors 12 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Monitoring/Feedback improves driving Iron Mountain: 93% reduction in fleet crash rate Iceland postal service reduced crash rate by 56% Pepsi (Iceland) reduced fleet crash rates by over 80% GreenRoad: 54% improvement in fleet crash rate DriveCam: 50% average reduction in crash rates Insure The Box (UK): 35-40% reduction in youthful crash rates
Safer drivers decrease fuel consumption roughly 10% 13 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
UK: Insure The Box Young driver and low mileage driver proposition Pre-paid insured mileage and a retail voucher scheme. Bonus miles can be earned with good driving Insure The Box has fitted 85,000 devices since June 2010, 6,000 new customers per month Online portal allows customer: To view how many miles they have used and how many remain To view their bonus miles To top up their mileage To make changes to their insurance, such as change of address To visit ‘ShoppingBox’ to purchase items online and earn Reward Miles
Company claims “incentives reduce accidents involving young motorists by 35%-40%”
Source: insurethebox .com
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UBI programs have lower losses… Selfselection Driver Monitoring & Feedback Claims Handling
…which should result in lower premium 15 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Claims handling The information can be helpful with respect to claims handling Some technology solutions offer emergency response Faster accident response has saved lives Information can provide valuable insights as to the exact circumstances of the claim Devices equipped with GPS can provide vehicle recovery information The use of this information for claims differs significantly South Africa has a huge theft issue so devices are very prevalent in vehicles. Brazil may be a fast follower The Italian market has embraced UBI as means to address fraudulent claims US companies want crash notification/emergency response, but do not seem to be moving toward using the information for claims handling If used for claims, this technology could drive down insurance losses further 16 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Value-added services Vehicle usage reports Driver coaching Fuel economy Vehicle diagnostics Vehicle x-ray Diagnostic alert Battery alert Maintenance alert Recall notice Eco impact
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What does it mean for the company?
Better pricing
Product differentiation & brand awareness
Reduced loss costs
Consumer satisfaction and retention
The predictive power of the telematics data is undeniable Some companies are offering discounts up to 50% for low risk drivers, highlighting the additional segmentation power Some programs are very basic discount programs that will appeal to price sensitive groups. More sophisticated programs add a wide variety of value-added services that differentiate the product UBI programs promote the idea that the company is “modern” and “green” Consumers understand UBI, so there is a significant self-selection effect Behavioral modification programs have been shown to significantly reduce risky driving and, consequently, accident frequency Potential for further reduction by using data in claims handling Consumers want to pay less for their insurance, and this gives discounts that only their current carrier can offer (as others don’t know their driving behavior) Ancillary services (e.g., teen tracking) greatly appeal to certain consumers and make the insurance product more valuable to them Retaining existing customers is significantly cheaper than adding new ones
UBI programs lead to better retention and greater profits 18 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
What is the perspective of regulators and society in general?
Want variables that are “fair”
Like that UBI makes sense and is controllable
Support “green” initiatives
Endorse efforts to save lives
Most states require that rates are adequate and not excessive or unfairly discriminatory UBI varies rates based on driving behavior, which has been proven to be predictive and is clearly “fair” Regulators are concerned with factors like credit that don’t “make sense” to consumers. UBI makes sense Regulators prefer variables that give the consumer “control” to reduce costs without reducing coverage
Safer driving and fewer miles significantly reduces emissions 14 states have pay as you drive specifically listed in their climate plans
Highway accidents result in approximately 3M injuries and 35K fatalities each year, and the government seeks to reduce that through various programs Driver feedback significantly reduces risky driving
For these reasons, regulators are anxious to approve UBI programs 19 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Early adopters have a huge advantage “The key to success in UBI insurance will be to move early. Insurers feel an overpowering need to deploy systems absolutely as quickly as they can because the likelihood is that the first module a customer installs will be his or her last. Once the insurer learns that customer’s driving behavior and can accurately and affordably underwrite their risk, the customer is unlikely to switch insurers. The competing insurer will always be at a disadvantage, not knowing the customer’s driving behavior.” (Source: StrategyAnalytics.com)
This is different than insurance credit scores!
Credit scores were controversial, so many companies didn’t implement until they began to be adversely selected against. Using publicly available scores, they “caught up”
Driving behavior is not available from a third-party source, so late comers will not be able to recover
…and late-comers will have trouble recovering 20 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
The current UBI market
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Selection of insurance providers that have launched telematics Widespread development underway on a global basis
Europe Canada Industrial Alliance
U.S.
Allianz
WGV
Aviva
Uniqua
Coverbox
Reale Mutua
CIS
RSA
Allstate
Liberty Mutual
Direct Line
The AA
American Family
Nationwide
Ingenie
Markerstudy
Plymouth Rock
Insure the Box
Equity
Progressive
Polis Direct
Sabre
The Hartford
Mapfre
Young Marmalade
NoCal AAA Elephant Esurance 21st Century GMAC
Japan AIOI
Travelers State Farm SoCal AAA
South Africa
Australia
Discovery
Real Insurance/Hollard
Hollard MiWay
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In the US: Market overview At least eight of the top 10 personal motor insurers have implemented programmes in at least one state U.S. companies representing over 75% of the market already have programmes or are actively pursuing them “UBI device sales rocketing from $50 million in 2011 to approximately $2.6 billion by 2015.” (FC Business Intelligence)
25 states have implemented 4+ Personal Motor UBI programmes Number of Personal Motor UBI Programmes
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Telematics in Personal Auto Notable U.S. Programs
Several UBI business models exist Many other companies, including small companies, are moving toward implementation Companies of all sizes and geographic distribution
Sequoia Plymouth Rock
Verified Mileage SoCal AAA
American Family
GMAC NoCal AAA Travelers
Safety Services
State Farm Esurance Allstate Nationwide
The Hartford Liberty Mutual
21st Century
Behavior Rating Progressive
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Telematics in Personal Auto — U.S. Current Programs — Progressive’s Snapshot®
Optional program with customer selecting which vehicles to enroll Wireless device plugged into OBD II port records time, speed and harsh braking Discount calculated based on first 30 days, then applied for remainder of term Device removed after first term and discount is fixed until significant endorsement Maximum discount of 30% and no surcharge in most states Approved in 42 states and Washington, D.C.
“The name of the game is the quantity of data and the quality of analysis and insight. We’ve got a 15-year, five billion mile head start on other insurers, and we’ll only extend our lead as more drivers try Snapshot” - Richard Hutchinson, Snapshot General Manager
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UBI Products Allstate Drive WiseSM
Drive Wise launched in Illinois in January 2011 Subsequently launched Ohio and Arizona 10% initial discount Up to 30% at renewal No surcharges $10 technology fee semi-annually Driver score based on driving behaviors Mileage Hard brakes Speeding (80+ mph) Time of day
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Liberty Mutual Inherited Safeco’s ‘Teensurance’ program for drivers up to age 25 15% discount Participants pay $15 a month for a satellite-tracking service Parents can track vehicle location and disable the car remotely if driven outside set boundaries exceeds a preset speed limit drives past a curfew Launched ‘OnBoard Advisor’ to provide driver coaching ‘Rewind’ introduced which provides forgiveness of violation surcharge with telematics monitoring
Teen programs were extremely popular for early adopters
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UK: CIS Device provided by Cobra Limited Young driver proposition Monitors average speeds on different types of road ,how fast and hard the car accelerates or brakes, what times of the day the car is driven and how fast corners are taken If vehicle is consistently driven at ‘excessive’ speed, CIS may cancel cover 12,000 devices fitted in 11 months
Source: co-operativeinsurance.co.uk
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Evolution of value — Beyond discounts Personal Goal Achievement Personal and Family Security Value-Added Services Targeted at the 60% –70% of the market that does not self-select basic UBI
Insurance Discounts Security can be monetized
Product designed to attract self-selected customer segment Segment aligns with characteristics Skims high profit customers “as they are”
Introduces range of services that customers value Customers will pay for tangible value Insurers may market in lieu of discounts
Parent-teen relationships Enhances overall value of insurer/insured relationship
Highly empowering Dynamic and flexible — creates long-term customer “stickiness” Potential to more significantly impact profitability Far more defensible than event-based UBI alone
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UBI Products State Farm In-Drive®
Existing program with OnStar in several states Drive Safe & Save with In-Drive® in IL & more states to be added Discount up to 50% based on mileage, turns, acceleration, braking, speed and time of day $10 initial fee and upgrade from $5 to $14.99/month with features including Emergency response Stolen vehicle location assistance Vehicle diagnostic alerts and maintenance reminders Speed alerts Website and smartphone app for remote and mobile access "provide drivers with a wide range of new options that will make for a smarter vehicle and even smarter driver“ (Mike Wey, State Farm) 30 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Shift in product vs. price focus unclear Progressive
Will price remain king except with more powerful risk segmentation?
Price focus will require strong analytic insight with more scope to innovate in risk segmentation as risk factors need creating from telematics data
Is there an opportunity to de-commoditise the product? Product/service focus including driver coaching will require
an understanding of driving behaviour and the key influencing factors Analytical focus on improving driver behaviour 31 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Vision of the UBI Market
1
Mileage and Simple Event-based UBI
2
Current Market
Discount driven Insurer paid Customer self-selection Targets most profitable customer segment based on current driving patterns
Event-based UBI Adding High Value Customer Services
3
Emerging Practices
Continues insurer paid model Starting to shift services to customer-paid models Value-based retention New customer acquisition is key
Foundation for Next Generation of Knowledge Creation
4
Granular Rich Data
Expansion beyond “low hanging fruit” Informs behavioral models Complex analytics are a challenge Requires deeper understanding of program goals
Behavior Change
Longer-term Goal — The Game Changer
Addresses the 60% – 70% of the market not served by current UBI models Impact on profitability higher than core UBI Increased segmentation and potential for customer acquisition
The future is all about customer connectivity and the opportunities presented through a compelling customer engagement proposition 32 © 2012 Towers Watson. All rights reserved. Proprietary and Confidential. For Towers Watson and Towers Watson client use only. towerswatson.com
UBI challenges
33 © 2012 Towers Watson. All rights reserved. Proprietary and Confidential. For Towers Watson and Towers Watson client use only. towerswatson.com
The challenges of UBI
Customer
Data
Systems
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Common Wisdom
Telematics devices and services are too expensive It will reduce my renewal premium too much Not enough consumers will accept it – Only for parents of teens – Only for good drivers – Privacy too big of an issue Won’t work with enough vehicles (EU) We’ll be a fast follower someday There is no data to prove it works or price it Legal issues need to be sorted out first The benefit doesn’t outweigh the cost My agents can’t (won’t) sell it
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Problems to Overcome
What data?
Which device?
Which customers?
When?
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What are the challenges? Product must appeal to your market while still being profitable Managing the legal and regulatory hurdles Extensive IT infrastructure required to collect driving data, to integrate UBI scores with the current system, and to give driving feedback Determining which of the multitude of devices available will best meet the needs of the program No publically available data to jump start a program Danger of wasting time and money collecting the wrong data Driving data is much different than traditional experience data and requires special data scrubbing and analysis techniques
Define Goals & Design Product
Legal & Regulatory
Technology Infrastructure
Collect & Analyze Data
Use Results
Towers Watson has experience addressing these challenges. 37 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Learning from Mistakes
Don’t overspend on initial infrastructure Find the right solution for your value proposition Get the data you need, not the data your given Understand the consumer need Understand the regulatory environment Test, learn, and adapt Consumers will want choice
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Proliferation of devices can be confusing Devices developed continuously and not all devices are created equally TW is in contact with the device manufacturers and aggregators Providers have sought our input to design and improve their products What will the future hold? Dedicated or shared service devices Smart phones Others?
Octo Telematics
Evogi DriveCam
NavSeeker
Applus
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Need to define the proposition that is right for the customer UBI allows companies to significantly differentiate product offerings Key is developing a product that fits with company goals and can be marketed effectively and profitably Understand range of products in the market Behavioral Rating today as well as the direction of the industry Assist companies as they design the “right” product for them Safety Other Offering incentive discounts? Services Services Two-way price changes? Technology charges? Additional fees for services? Behavioral Highlight some of the potential Modification regulatory and legal “hot spots” A cost/benefit analysis can help validate chosen model
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More to the technology than just a device Many clients view UBI simply as a “device” issue, but that is a small piece of the technology infrastructure needed for a successful project Interact with customer to get needed information Provide information for device provisioning Collect and store massive amounts of telematics data. Identify and scrub basic data issues Merge insurance and claims data Provide feedback to UW and customer
DriveAbility is a hosted infrastructure that minimizes the technology needed by the company 41 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
UBI customers
42 © 2012 Towers Watson. All rights reserved. Proprietary and Confidential. For Towers Watson and Towers Watson client use only. towerswatson.com
What is the perspective of the consumer? Understand it and like to control their premium Want access to useful driving feedback
Like options for value-added services
Value companies that are socially responsible
Consumers don’t like the use of credit scores because it doesn’t make sense. Generally speaking, “good” drivers opt in, get participation discounts, and have the opportunity for even greater discounts Accidents are the leading killer of teens. UBI programs give parents a variety of tools to help monitor and counsel their teen drivers. Many adults are faced with elderly parents whose driving is deteriorating. UBI can help evaluate skill deterioration and provide helpful safety tips Consumers generally like options Programs vary from basic to deluxe in their service offerings. Some consumers really like the added services
Society is becoming increasingly environmentally conscious, and consumers value companies that are “green” Younger consumers like new and different products even when the product may not appeal to them
Most consumers view UBI favorably and participants are very satisfied 43 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
The customer experience A telematics proposition provides the opportunity to offer customers a tangible product proposition - including: • control – based on transparency of rating factors • options – based on use of vehicle, driving activity, travel needs and lifestyle • promises – of service and support when needed; and • engagement - no longer based around once a year with • flexibility – to swap product, switch on/off, change or upgrade • feedback – designed to suit target audience interests; and • features – not previously available to the motor insurance customer
Breaks the mold – and the annual cycle towerswatson.com
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Device platform for ‘added value’ customer services Emergency call
Theft service
Use 3D-Accelerometer and OBD speed to detect significant impacts
Detect motion without ignition start-up
Use Cellular connection to post an SMS with details
Tracking and call for help (in extreme implementations, disable the car)
Require a back-end real-time service to pick up the event and dispatch help
Remote safe mode activation
Breakdown service
Activates Geo-fence and other driving thresholds via an SMS message
Ability to trigger a ‘Where am I’ SMS message from the server, to assist a customer breakdown call
Geo-fence service
Limited phone capability
Trigger notification (in extreme implementations, disable the car)
To pre-defined numbers for call center support
Notification of driving exceeding other thresholds (speed, braking)
Satellite navigation If linked to a PND screen in car
Business trip log Distinguish business travel from personal use
Detect location outside boundary zone
Driver feedback Real-time buzzer in car facility Reports and mapping in customer portal website
Subscription services could enhance claims management, address fraud, subsidize cost of launch and generate revenue 45 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Customer proposition - summary A usage-based insurance offering will need to be set in the context of the overall business objectives for telematics, which may include: reinforcing customer attachment
helping to sustain a distinctive customer proposition linking to other relevant products and services consistency with existing/new brand values meeting standards of service delivery realising appropriate value from customer and data ownership balancing investment and risk with expected reward
Product, price, distribution and service options to be aligned
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UBI data
47 © 2012 Towers Watson. All rights reserved. Proprietary and Confidential. For Towers Watson and Towers Watson client use only. towerswatson.com
Data brings significant and new challenges Some are developing programs using simple event counters as a means to save data transmission and storage fees Important to collect granular data Data scrubbing Score refinement Behavioral change models
Unlike typical actuarial data Updated second-by-second Daily scrubbing Hundreds of variables Terabytes of data
TRIP: DATE:
1 12‐Jun
Time 0:00:00 0:00:01 0:00:02 0:00:03 0:00:04 0:00:05 0:00:06 0:00:07 0:00:08 0:00:09 0:00:10 0:00:11 0:00:12 0:00:13 0:00:14 0:00:15 0:00:16 0:00:17 0:00:18 0:00:19 0:00:20 0:00:21 0:00:22 0:00:23 0:00:24
MPH 2 2 0 0 0 2 6 7 9 9 8 8 7 7 7 7 7 8 9 12 13 14 15 15 14
Towers Watson Compressor allows collecting granular data at reduced cost
Time 0:00:25 0:00:26 0:00:27 0:00:28 0:00:29 0:00:30 0:00:31 0:00:32 0:00:33 0:00:34 0:00:35 0:00:36 0:00:37 0:00:38 0:00:39 0:00:40 0:00:41 0:00:42 0:00:43 0:00:44 0:00:45 0:00:46 0:00:47 0:00:48 0:00:49
MPH 12 11 10 9 9 9 9 10 11 12 12 14 14 15 14 12 11 10 10 9 7 7 6 6 7
Time 0:00:50 0:00:51 0:00:52 0:00:53 0:00:54 0:00:55 0:00:56 0:00:57 0:00:58 0:00:59 0:01:00 0:01:01 0:01:02 0:01:03 0:01:04 0:01:05 0:01:06 0:01:07 0:01:08 0:01:09 0:01:10 0:01:11 0:01:12 0:01:13 0:01:14
MPH 9 12 14 15 14 12 12 11 9 8 6 5 5 5 4 4 4 4 4 4 2 2 3 4 5
Time 0:01:15 0:01:16 0:01:17 0:01:18 0:01:19 0:01:20 0:01:21 0:01:22 0:01:23 0:01:24 0:01:25 0:01:26 0:01:27 0:01:28 0:01:29 0:01:30 0:01:31 0:01:32 0:01:33 0:01:34 0:01:35 0:01:36 0:01:37 0:01:38 0:01:39
MPH 2 0 2 5 7 9 11 13 15 17 18 19 19 17 15 14 13 11 7 3 0 0 0 0 0
Time 0:01:40 0:01:41 0:01:42 0:01:43 0:01:44 0:01:46 0:01:47 0:01:48 0:01:49 0:01:50 0:01:51 0:01:52 0:01:53 0:01:54 0:01:55 0:01:56 0:01:57 0:01:58 0:01:59 0:02:00 0:02:01 0:02:02 0:02:03 0:02:04 0:02:05
MPH 0 0 0 0 0 0 0 0 0 0 1 7 11 12 13 13 12 12 13 15 18 20 23 26 28
Time 0:02:06 0:02:07 0:02:08 0:02:09 0:02:10 0:02:11 0:02:12 0:02:13 0:02:14 0:02:15 0:02:16 0:02:17 0:02:18 0:02:19 0:02:20 0:02:21 0:02:22 0:02:23 0:02:24 0:02:25 0:02:26 0:02:27 0:02:28 0:02:29 0:02:30
MPH 30 32 32 33 33 34 35 35 35 35 35 33 30 28 24 21 17 14 11 7 5 3 0 0 0
Need expertise with telematics data 48 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Why granular data? Just an event is not sufficient – it is equally important to know all of the context and the behavior leading up to that event High severity events are not necessarily the most interesting. The high frequency of low severity events and modest speed changes are much more indicative of individual driving “patterns” which differentiate good and bad driving and allow us to identify behaviors which can be identified, managed, and improved for the drivers safety If one driver has five harsh brakes in a week and another has three, who is really worse and how do you coach them to change behavior without knowing traffic congestion, speed limits, road type, etc. Many events below the “harsh” threshold provide much more insight into true behavior with greater frequency Identifying and scrubbing errors is critical to providing useful data for modeling. Many false events can only be identified through granular data. With second by second data surrounding a harsh brake, no change in speed clearly points to an accelerometer which was jostled, improperly oriented, or faulty. Undetectable error with even 5 second intervals in speed recording
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Data must be scrubbed Telematics data will have errors and must be cleansed Event counters will be based on the raw, unscrubbed data Granular data is critical to data scrubbing
Without it, can get phantom events With it, can cross-check using several sources and/or external data to determine real versus phantom events Per minute data is not sufficient to clean the data effectively
feed_trip_start_time distance_troad_type horizontal road_spee ra 942 17/08/2010 01:58 0.0621 Fourth 95.69 20 ra 936 17/08/2010 00:41 0 Fourth 80.16 20 ra 183 07/07/2010 12:25 0.7456 Fourth 78.91 20 ra 429 21/08/2010 16:31 1.0563 Fourth 77.05 20 ra 399 17/08/2010 20:06 1.0563 Fourth 72.7 20 ra 936 17/08/2010 00:38 0 Fourth 67.73 20 ra 936 17/08/2010 00:39 0 Fourth 67.73 20 ra 936 17/08/2010 00:37 0 Fourth 67.73 20 ra 942 17/08/2010 01:57 0.0621 Fourth 65.24 20 ra 957 17/08/2010 04:27 0 Fourth 116.2 30 ra 522 26/07/2010 14:36 0.3107 Fourth 114.95 30 ra 595 02/08/2010 13:53 0 Fourth 108.12 30 ra 595 02/08/2010 13:52 0.0621 Fourth 108.12 30 ra 520 26/07/2010 13:08 0.0621 Fourth 96.93 30 ra 527 26/07/2010 15:39 0.2485 Tertiary 85.75 30 ra 599 02/08/2010 15:11 0.0621 Fourth 83.26 30 ra 586 01/08/2010 22:11 0.1243 Fourth 80.78 30 ra 520 26/07/2010 13:07 0 Fourth 78.91 30
Imperative to automate as much of the validation as possible to facilitate ongoing scrubbing
50 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
40 0
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Spee d 100
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He ading
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0 530
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Risk per policy 120
100
Device Score
80
60
>10X
40
20
0
Device Rank 52 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
Correlation of score with premium 120
100
Device Score
80
Highly independent R-squared < 3%
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Premium 53 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
UBI knowledge Behavioral Change Models
Use of the information
Trends in Context Real Time Driver Feedback Vehicle Type and Usage
Context of the event
Environment
Device information
Insurance + external information
Related Actions Isolated Event
Providing a unique ratings score for individuals
Giving insurers manageable datasets to enrich underwriting and pricing capabilities towerswatson.com
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Components of complete Behavioral Model
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UBI game-changing
Offers drivers premiums based on their own individual driving activity and behavior – insurance costs start to come under their own control
Allows customers to understand and reduce high risk behavior, actually reducing accident frequency
Self-selects low risk drivers
Makes a positive impact on road safety
Significantly improves pricing accuracy
Increases effectiveness of claims handling and fraud detection
Provides a platform for differentiation – for new “value-added” services
There are real advantages to both drivers and insurers 56 Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
The game is fast changing
Next
Now
The emerging UBI market is focused on devices fitted by service providers, though the more advanced US market has moved quickly to self-install
Vehicle manufacturers facilitate integrated technology in more sophisticated markets
Vehicle manufacturers are already introducing on-board connectivity but it will take time for the proportion of new vehicles in the car pool to rise significantly
Use of Smartphone apps for insurance
Multiple device providers remain
Emerging use of Smartphone apps
More opportunities to own the customer for insurance purposes
Multiple opportunities for primary owners of the customer: Vehicle manufacturer Combined TSP/brokers Insurer Mobile technology suppliers
Stand-alone device in vehicle now selfinstalled: in ageing car pool and less developed geographic territories
Many cars produced for the UK support self-install since 2001
Some cars still require “light install” option
Market supports multiple device providers
Insurers own the customer
Future: 1 – 5 Years
Doing nothing is not an option! 57 © 2012 Towers Watson. All rights reserved. Proprietary and Confidential. For Towers Watson and Towers Watson client use only. towerswatson.com
UBI represents a whole new ball game for the auto insurance industry
Transforming relationships between insurers and their customers and influencing behaviours and resultant claims patterns
The challenge is on for insurance competitors to seize the opportunity that UBI presents
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Questions?
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Towers Watson’s UBI strengths Strategy
Business Change
Capability/ Data Analytics
Customer
UBI Vision
Implementation 60 © 2012 Towers Watson. All rights reserved. Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
towerswatson.com
Towers Watson UBI services Strategy Development
UBI strategy development
Business case development
Operating model design
Market entry strategy
Educational workshops
Consumer Proposition Design
Towers Watson’s analytical services
Brand (or new brand) values
Target market proposition development
Pricing model
Reward mechanism
Additional services
Claims handling enhancements
Policy wording
Granular data Data cleansing Risk analysis Powerful risk scores
Marketing & Distribution Strategy Marketing & distribution strategy
Target market segmentation
Media optimisation
Consumer surveys
Campaign management
Initial UBI score
Implementation Support
Driver feedback analytics
Development of trybefore-you-buy app
Operational project plan
Customer communication plan
61 © 2012 Towers Watson. All rights reserved. towerswatson.com Proprietary and Confidential. For Towers Watson and Towers Watson client use only.
DriveAbilitySM
Complete program that includes product development assistance, hosted infrastructure, data management and vehicle score development
The only active program with more than a year of aggregated telematics and insurance data that allows for a score tailored to the insurance industry
Includes ten participating companies, three top 10 US insurers, thousands of vehicles and millions of collected trips matched with insurance loss costs
Hosted infrastructure to collect, store and analyze data minimizes the system and process changes for participating companies
Participating companies use Towers Watson proprietary compression algorithm allowing for granular data at significantly lower cost
Towers Watson will not resell data to other carriers to give participating companies maximum early adopter advantage
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Data is vital but knowledge is king...
TOWERS WATSON
DriveAbility
Ability to manage complex data flows
Using our insurance industry capability to provide valuable business insight
Insurance industry knowledge and expertise to shape business strategy 63 © 2012 Towers Watson. All rights reserved. Proprietary and Confidential. For Towers Watson and Towers Watson client use only. towerswatson.com