Hidden Dangers for Cybersecurity
Cybersecurity best practices for digital businesses have been discussed ad nauseam, but what about securing non-digital businesses?
Cybersecurity best practices for digital businesses have been discussed ad nauseam, but what about securing non-digital businesses?
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Anita Sathe is chief strategy officer at CoverHound and CyberPolicy. She has over 16 years of experience in the insurance industry.
In communications with customers, voice-to-text technology provides AI with the necessary data to pinpoint areas for strategic investment.
Insurance companies are at a crossroads. They have unprecedented opportunities to transform as consumers become increasingly digital-centric and demand seamless, personalized experiences, but they have historically been slow to adopt new technologies due to the conservative preferences of traditional customers as well as limitations of legacy infrastructure.
Organizations are beginning to invest in new technology to deliver heightened and highly curated experiences for digitally inclined policyholders. At the same time, they’re navigating the regulatory jungle to ensure end-to-end compliance. For example, at TCS we recently helped transform the contact-center experience for a large insurer using a combination of voice to text (V2T) and AI to help deliver next-best-action and next-best-offer services in real time. An agent who receives a call gets a 720-degree view of the customer, interaction history and top two reasons for the call within seconds—all before the call even begins. Upon answering the call, the agent can see a real-time transcript of a customer’s voice, is informed if the customer is happy or unhappy based on tone analysis and more. AI is also used to prompt the agent with contextual next-best offers. This provides the customer with unparalleled customer service and improves the quality of work and agent experience, as well. Successful digital transformation for insurers relies on their level of investment in four broad business behaviors of Business 4.0. They are: AI for actuaries (unbiased risk modeling); intelligent bots for brokers and customers; prediction and prevention of claims (through connected ecosystems); and balancing both traditional and usage-based pricing and underwriting (exponential addressable market). In fact, recent studies have shown that the banking and financial service industry (which includes insurance organizations) has more leaders in Business 4.0 digital transformation than any other industry. See also: And the Winner Is…Artificial Intelligence! When it comes to bringing innovation to life, it’s no surprise that a key driver of this change is adoption of artificial intelligence (AI) throughout the lifecycle of the insurer-customer relationship. AI enables optimization and hyper-personalization at every stage of the relationship—from prospecting and planning, to customer service and beyond. A recent study shows that 70% of insurance providers in North America have already begun investing in AI. But AI is only as useful as the quality of data it receives. Therefore, other technologies—specifically V2T—are integral to aggregating the data needed for meaningful AI innovation in the insurance industry. Going Back to the Basics V2T provides both the agent and the customer with convenient, time-saving alternatives to traditional conversational interactions. On the provider side, V2T can take prerecorded voice notes and organize them as text emails to be sent instantaneously. Additionally, insurers can use V2T capabilities to prioritize all inbound inquiries from customers without having to listen to every call. But where V2T innovation begins to set itself apart, is when AI is used in parallel to V2T technology—bringing actionable data aggregated from V2T interactions to life in groundbreaking ways. Identifying and Targeting Experience Gaps Customer service capabilities are judged by the efficiency and accuracy of their responses. AI enables insurers to identify trends among recurring service requests and complaints—allowing them to produce templates for new solutions and capabilities that bridge these experiential pitfalls. Likewise, if insurers notice trends among customer service interactions that are relative to a specific product bundle, they can reshape product offerings to reflect customer preferences, driving long-term satisfaction and enhancing brand affinity. Whether it be in quality, pricing, CRM, user experience, etc., V2T provides AI with the necessary data sets to pinpoint areas for strategic investment. Pinpointing Potential Growth Areas V2T data isn’t solely beneficial for reactively fixing experiential problems. V2T-enabled AI will let insurers identify trends among prior V2T transactions to predict what technological innovation might increase customer satisfaction by understanding the attributes that customers appreciate about their insurance-related interactions. See also: Innovation: ‘Where Do We Start?’ For example, if an insurer realizes that most customers prefer to host agent-to-holder interactions online, then the insurer can develop digital tools to make other, more traditional aspects of the business a digital-first experience. V2T and AI are tightly knotted. V2T is essential in gathering data while AI is integral in successfully processing it. Both are necessary in providing insights and influencing key business decisions, especially when it comes to customer experience. Customer preferences for researching and buying insurance policies will continue to evolve – and possibly fragment even further – which means there can be no cut-and-paste solution. For instance, recent studies have shown that young adult consumers prefer in-person interactions when purchasing homeowners insurance, but prefer online interaction for auto and renter’s insurance. AI weighs the checks and balances of these behavioral complexities and generates intelligent solutions to best meet the needs of all existing and future customers. Through V2T data aggregation and AI integration, the possible solution-based outcomes are limitless.
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Anupam Singhal is senior vice president and industry solution unit(s) head at Tata Consultancy Services.
Cybercrime costs the world economy $600 billion a year, and there is no foreseeable future in which the cost of a breach decreases.
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Jesse Lyon works in financial fields that involve retail banking, residential property valuation and professional insurance. He is deeply interested in the fields of cyber liability and technology E&O, and his research has led to four published papers on those topics in the U.S. and the U.K.
The combination of AI, robotic processing automation and predictive data analytics is redefining how businesses operate.
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Intelligent systems will draw customers' attention to risks, point out countermeasures and help prevent damage in the first place.
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Combine modern building codes with huge deductibles before a policy kicks in, and the odds are probably in your favor without insurance.
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Cutting-edge insurers are succeeding by selling products that bundle insurance coverage with services that draw on the Internet of Things.
A few years ago, it was estimated that in a normal day another 127 devices are connected to the internet each second. This trend toward an Internet of Things is growing exponentially. Many global insurance companies are working on integrating IoT-based services into their insurance offers. Unfortunately, how to use this technology has been largely misunderstood. I’ve been lucky to work with some of the few players that have been successful in their usage of IoT. Through traditional distribution channels, these players are selling products that are bundles between insurance coverages and IoT-based services. Many have been able to get the service paid for by the policyholders, according to research by the IoT Insurance Observatory, an insurance think tank that has aggregated almost 60 insurers, reinsurers and tech players between North America and Europe. Those that have managed to develop a product with a portfolio of a significant size and considerable penetration have had a very specific approach. They first use interesting storytelling about successes that justifies additional fees. This is the case with car telematics in Italy and with the South African Discovery Drive, which represent global best practices in terms of telematics use in auto insurance: The customer pays an annual fee for telematics-based roadside assistance and a range of other services.
Sharing Value With Clients All the insurance products that have succeeded with an IoT approach share economic value with customers. See also: 3-Step Approach to Big Data Analytics In auto insurance telematics, for example, data is needed to provide assistance, to provide traffic information and to find a car. This data can also be used to manage claims better and avoid fraud, to influence the customer’s driving style or to establish more accurate pricing. On top of that, if you focus your storytelling on some tailor-made services, you can encourage lower risks to select your product. All these elements – I call them five value-creation levers (fees for services, loss control, change of behaviors, risk-based pricing and risk self-selection) - boost profits. All the successful products have shared the value with policyholders through discounts, rewards, cash back…. The same is going to happen with homeowners insurance.
Dynamic Pricing on the Basis of Behavior In the life sector, the discourse is different. The IoT Insurance Observatory mapped more than 20 initiatives over the course of 2018, and there are more failures than successes. However, there is a best practice that has managed to integrate data from wearable devices, with contextual data on customer behavior that is collected in a variety of ways. This best practice is the South African Discovery. They have created life insurance products where the client's price increases year by year as a result of age, but could stay stable or even decrease if the customer's physical activity is sufficient. A U.S. company has implemented a process where a customer who requests a quote finds the option to share the data he has collected on his physical activity, to obtain a personalized offer. Commercial Lines Still at an Experimental Level Many successful IoT-based approaches in personal lines can be applied to commercial lines. However, applications are still experimental. I expect these experiments to end in complete IoT insurance products in the U.S. before Europe, but it will take a few years before significant portfolios are created. The most interesting experiments are in workers’ compensation and commercial property. In the world of SMEs, it will be necessary to specialize by sub-sector: It is one thing to talk about schools, another about residential skyscrapers and yet another about offices. Another area with potential is manufacturing, because of what is being called Industry 4.0. This megatrend is not yet mature, but some members of the IoT Insurance Observatory are scouting 4.0 technologies. The need for installation and tailoring of the technological and service components on the premises of a company will be a key.
The World of Ecosystems The largest international insurance groups are closely monitoring ecosystems. As of today, IoT usage is sold as a closed option: The insurer chooses its own black box, the set of sensors, the app or the specific wearable items and obtains the data necessary to optimize its own use cases. To understand how an insurer could interact with emerging ecosystems is a key issue that will be addressed in the coming years by the IoT Insurance Observatory. I think that, rather than imagining which insurance product to offer, the first issue to address is how to sell customers products related to offers that come from the ecosystems. See also: The Dazzling Journey for Insurance IoT Insurers cannot stop the IoT megatrend. They can only decide to leverage this data or to ignore it.
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Matteo Carbone is founder and director of the Connected Insurance Observatory and a global insurtech thought leader. He is an author and public speaker who is internationally recognized as an insurance industry strategist with a specialization in innovation.
Organizations must address the workplace of the future as a business imperative rather than a social cause.
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Workers comp will lead the way, because innovation can happen in so many more ways than is true for other parts of the insurance industry.
Participating in a panel last week in Orlando at the WCI360 event brought into focus two ideas about innovation in insurance that aren't understood fully enough yet. One is that workers comp will lead the way, because innovation can happen in so many more ways than is true for other parts of the insurance industry. The second is that many of the innovations won't occur in what we have come to know as insurtechs.
That second point may be the harder one to accept. We're in the insurance industry, so we view innovation through an insurance lens—but that doesn't mean our customers do. Kodak executives thought customers loved physical prints in yellow boxes as much as the executives did and now probably reminisce about the good old days by texting photos of themselves and their families to each other.
Just talk to the risk managers who were part of the panel that Chris Mandel of Sedgwick moderated at the 74th Annual Workers Compensation Educational Conference and the 31st Annual Safety and Health Conference, which brought together professionals from around the world at the largest workers comp conference. Soubhagya Parija, chief risk officer at New York Power Authority, and Brad Waldron, vice president, risk management for Caesars Entertainment, are innovating hard—but not through insurance. While many risk managers still see theirs as largely an insurance function, Parija and Waldron would rather eliminate the risks than tie up capital for them.
Waldron opened more than a few eyes when he said that, because of the sort of spectacular entertainment that Caesars does, "On any given week, I have to quantify the risk of some guy pancaking on a street in front of our marquee performing a 30-story BASE jump, then complete the same risk analysis for two motorcyclists jumping through a 40-foot ring of fire indoors." He'd much rather ensure the safety of the performers, even though, he said, "I realize most of the people in this room are from insurers."
Parija said NY Power is strategizing on how to provide vehicle owners incentives to dramatically increase the number of electric vehicles so that this utility giant can temporarily store power in the cars—not exactly an insurance-based approach to risk management. NY Power is also embracing new technologies that reduce injuries for line workers as well as those performing other high-risk tasks.
While insurers are innovating on traditional issues, such as getting an injured worker back on the job as quickly and empathetically as possible, risk managers such as Waldron and Parija are focused on getting rid of injuries/loss events entirely.
In thinking about innovation, workers comp insurers need to cast a far wider net than in other areas because of my other point: that innovation can come from anywhere. Consider robotic fish. Yes, robotic fish. Risk managers at Whole Foods, with a non-insurance focus, jumped in as early adopters of robotic fish from Aquaai Research to provide aqua farms with the option of keeping divers out of dangerous situations in North Atlantic salmon farms. Worker injuries dropped 85% for two consecutive years. This example is particularly relevant as an open opportunity for an insurer. (Send me a note at the email below, and I'll provide details.)
Auto insurers know they need to track developments in driverless technology, but they don't need to worry about advances in genetics or exoskeletons. Workers comp insurers need to track all of the above—and a whole lot else besides.
Our Innovator's Edge data base tracks some 35,000 early-stage efforts, roughly 11% of which are insurtechs. These are the startups attacking problems that are recognizably about insurance and are the core of what most insurers need to track; for workers comp insurers, these companies focus on issues such as rating and recovery. But workers comp insurers may be affected by just about all of that remaining 89%, too. They have to think not just about insurtechs but also about what might be called risktechs, companies that are changing the nature of risk itself. Risktechs manage risk through prediction and prevention, cannibalizing the loss itself, or significantly extending the time before an inevitable loss.
Here is a table showing the number of early-stage companies in Innovator's Edge by categories aligned with the current model of insurer-based workers comp:
| CLAIMS MANAGEMENT | 95 |
| FUTURE OF WORK | 47 |
| HEALTH AND WELLNESS | 396 |
| SAFETY | 953 |
| TELEHEALTH | 61 |
| WELLNESS | 835 |
| WORKERS COMP | 36 |
Source: Innovator's Edge
Risk managers who aren't looking through an insurance lens are asking, "What if we could…?", and they may just get their wishes through robotics, life sciences or any number of other innovations in the categories listed above. So, workers comp insurers had better be asking those same sorts of questions, based on the whole panoply of innovations that may come from the full list of 35,000 early-stage companies we are tracking, spanning 173 countries.
At the moment, most insurers are not. I've been inside eight major workers comp carriers making presentations to boards or corporate leadership teams. Only one is gearing up to prepare for a world where the nature of risk has changed.
After the panel, three attendees approached Waldron and me and posed a tough question: "How do you get existing companies to grow their appetite for risk and innovation?" Waldron responded: "I knew how our organization approached managing risk, and everyone knew we were struggling. I went to our corporate leadership and challenged them to eliminate as many rules of the road as they could. We needed a new rule book."
When customers are offered a choice between expedited recovery and eliminating the need to recover, they will have been provided a new rule book, insurers had better get one, too.
Guy Fraker
Chief Innovation Officer
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Insurance Thought Leadership (ITL) delivers engaging, informative articles from our global network of thought leaders and decision makers. Their insights are transforming the insurance and risk management marketplace through knowledge sharing, big ideas on a wide variety of topics, and lessons learned through real-life applications of innovative technology.
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Technology is changing the warranty experience for consumers, providers and retailers -- even small to midsize ones.
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