'It’s Life, Jim, but Not as We Know It'
The line from Star Trek (sort of) leads to a key question: Can life insurance become as hot and sexy as sci-fi, or at least an iPhone?
The line from Star Trek (sort of) leads to a key question: Can life insurance become as hot and sexy as sci-fi, or at least an iPhone?
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Onno Bloemers is one of the founding partners at First Day Advisory Group. He has longstanding experience in delivering organizational change and scalable innovation in complex environments.
Insurers will continue to lose vast amounts of money due to the insecurity of a key like “123456” until insurers decide to tackle human psychology.
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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.
Innovative insurers are taking advantage of a new generation of buyers, capturing the opportunity to be the market leaders in the digital age.
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Denise Garth is senior vice president, strategic marketing, responsible for leading marketing, industry relations and innovation in support of Majesco's client-centric strategy.
The former Iowa insurance commissioner defends and explains the state-by-state regulatory framework for U.S. insurance companies.
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Burch LaPrade is the CEO of Gain Compliance. Gain Compliance leverages a semantic modeling approach to solve the hard problems of data meaning and consistency across the enterprise.
While 2017 saw lots of progress in insurance, as the year winds down we’re going to put a stake in the ground and predict that 2018 will be the year that ushers in the amazing season of innovation and transformation that so many of us are hoping to produce.
For the last few years, the insurance industry has seen the rise of an idea-rich insurtech movement focusing on how new technologies could potentially disrupt or even replace the traditional insurance industry. It has been exciting to see the spread of ideas on how to reinvent insurance, but so far the reality hasn’t lived up to the hype.
In 2018, reality can catch up to the hype partly because more mature thinking is leading innovators to shift their focus away from disruption and replacement and toward what we consider to be transformation—in other words, using innovation and technology to help the industry to adapt, evolve and improve.
How will the industry be transformed?
Many of the early insurtechs were directed at distribution, because it is the consumer-facing part of the industry, and technology has reshaped customer preferences and attitudes. People sometimes refer to the “Amazoning” of commerce. Consumers now expect, even demand, the sort of one-click convenience that Amazon provides, even in industries far afield from Amazon. Examples of distribution-focused insurtech include comparison engines for buying insurance, direct online sales of personal and small business insurance, and on-demand insurance.
Increasingly, we see the insurance industry moving away from an emphasis on how technology alone can drive innovation. Instead, the industry is focusing more on where its needs are, then looking to see where technology can make processes more efficient and can solve problems, including the need for growth.
This shift might seem to create obstacles to insurtechs, which often tout the technology breakthroughs that they’ve engineered, but the focus on transformation creates opportunities for insurtechs to be successful, too. Insurtechs and insurers will, however, have to get more specific about what the needs are and how innovations can fill them. Insurtechs and insurers are drilling a tunnel, starting on opposite sides of a mountain, and they have to make sure they meet in the middle.
Simple objectives like improving “claims” are not enough—are you focused on first notice of loss, claims analysis, fraud detection, claims processing, claims payments or what?
To find the right solution, the industry must ask the right questions. A classic line in business literature is that a consumer doesn’t want a quarter-inch drill; he wants a quarter-inch hole. So, what quarter-inch hole does the consumer want or an organization need? What is the specific job to be done for an insured? What is the specific strategic domain that can be improved to help an organization grow?
When the right questions are asked, and executives in the insurance industry recognize that true transformation is a path to growth and greater profitability, we believe the industry will increasingly find that integrating with insurtech solutions leads to meaningful innovation.
For their part, insurtechs can’t create new technology applications in isolation and will need to work more closely with the insurance industry to identify opportunities for innovation.
This will become more urgent as insurtechs seek additional investment. Most of the investment so far in insurtech has been at the seed or early stage, and most of these companies are still working their way through their initial funding. But as their second or later rounds come up, there will be some consolidation, as always happens in a hot, new space. Insurtechs will wash out if their technology is not easily integrated by customers and partners or does not clearly contribute to profitable growth. The market will weed out underperformers because insurance is a results-oriented business.
As the insurance industry increasingly embraces innovation, we will continue to do all we can to provide insights, context and perspective, helping the industry—including insurtech innovators—to discover and hone technologies and solutions that can be a catalyst for growth.
Wayne Allen
CEO - Innovator's Edge, Insurance Thought Leadership
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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.
We also connect our network of authors and readers in ways that help them uncover opportunities and that lead to innovation and strategic advantage.
With connected homes, it's now possible for the insurer to know that, say, a policyholder leaves the garage door open regularly, an invitation to thieves.
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Brett Jurgens is the CEO and co-founder of Notion, a Comcast company (acquired in 2020) empowering home and property owners to be proactive in monitoring their spaces and most valued possessions.
An uptick in global growth and rebound in employment levels, if sustained, will have favorable implications for the insurance sector.
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Shaun Crawford leads Ernst & Young's $1.4 billion global insurance business. He has been in the financial services industry for 27 years, having worked both in consulting or line management with the majority of European life assurers and U.K. retail banks at some point.
Insurance is now ready for an AI-based analytics platform that can help minimize claim costs and improve customers’ claims experience.
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Chief John Standish, retired, is a 32-year veteran of California law enforcement, first serving in the California Highway Patrol and then in the Fraud Division of the California Department of Insurance. He is currently a consultant to the SAS Institute for the criminal justice-public safety and fraud framework programs.
The tax cuts being considered in the U.S. Congress will affect charitable giving in ways that should be considered for estate planning.
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Emanuel (“Emil”) J. Kallina, II is the managing member of Kallina & Associates, LLC and focuses his practice on estate and charitable planning for high-net-worth individuals and representing charitable organizations in complex gifts.
While insurers have had more data than they’ve known what to do with, they can now reap the heralded rewards of the big-data revolution.
According to IBM, the world generates 2.5 quintillion bytes of data every day, with 90% of the world’s data having been created in the last two years.While insurers, and most companies for that matter, have for a fair while had more data than they’ve known what to do with, analytical and machine-learning models are now sufficiently mature and sophisticated for them to start reaping the much-heralded rewards of the big-data revolution. This is not without its challenges, though, with silos and legacy systems in particular acting as a drag on innovation. Analytics is being deployed pretty much everywhere, and by everyone, in the insurance ecosystem, so this post covers:
"Causing the greatest stir out of all today’s analytics tools is AI, which stands to revolutionize the whole insurance industry over the next 2-5 years, from robo-advisers and chatbots through to claims automation and mitigating fraud. While analytics teams retain the greatest degree of oversight, AI capabilities are currently being embedded across the whole insurance organization." – Helen Raff, head of content at Insurance NexusAs we shall see, the leadership on many of these measures is provided by reinsurers. This is evidence of their driving the whole ecosystem forward, and in this they often take the lead over insurers. We also see this more generally; for example, the giants Swiss Re and Munich Re have been particularly active in accelerator-based innovation over the past two years. See also: 10 Trends on Big Data, Advanced Analytics Is your investment in/focus on analytics increasing? 84% of all respondents are increasing their investment in analytics. This conforms to the stats we presented in our earlier post on services, investments and job roles, where analytics was second only to digital innovation for increased carrier investment. Drilling down further into the responses of different company types, we see that similar proportions of insurers (82%), brokers and agents (76%) and technology partners (85%) are increasing their investment. Of interest is the clean sweep by reinsurers, exemplifying the leadership trend we pointed out.
Analytics has applications across all the major lines. Health and auto are two obvious examples given the ready availability of connected health devices and in-car sensors, which make data easier to capture and, as an extension of this, models easier to feed. This facilitates usage-based insurance (UBI), which we explore in more detail in our forthcoming post on Internet of Things, whereby actual living/driving habits inform policy prices (read ahead straight away by downloading the full Trend Map for free).
Analytics also has obvious applications for predictive maintenance and security in commercial, auto and P&C/general lines, particularly where valuable assets (like property) are in play. Analytics is also growing in home insurance thanks to the increasing prevalence of connected-home devices, with Berg Insight estimating that there were approximately 18 million smart homes in Europe and North America by the end of 2015.
"There will be much more data from structured and unstructured data sources in the future – a huge challenge! 'Past developments are a good representation of future uncertainty' will not be replaced but solutions with AI-tech (big data) in combination with smart data strategies will enable insurances to make decisions based on models and evidence." –Andreas Staub, managing partner at FehrAdviceIs your analytics strategy coordinated across your organization? The uses and advantages of analytics have been obvious for a long time, and we have seen analytics initiatives sprouting up in nearly every corner of the insurance business, from underwriting through to counter-fraud. An ad-hoc approach, often inevitable in the early days of a technology, quickly becomes unwieldy, and the benefits from coordination are substantial. It is encouraging therefore to see 57% of all respondents indicating that their analytics strategy is coordinated across their organization. The trend across our different company types is similar to the one we saw in the investment/focus question above – unsurprisingly, as coordination is vital to gain maximum value from increasing investment and focus, and often represents a large investment in and of itself. We thus see 59% of insurers coordinating, 54% of brokers and agents and 55% of technology partners, with reinsurers once more taking the lead (77%). Are you utilizing external data sources? Plenty of data is available for analytics use beyond that directly captured by insurance companies themselves, both publicly available (like social media) and for-purchase (from third-party aggregators). There is no clear trend across our ecosystem players on this measure, with 77% of insurers, 67% of brokers and agents and 81% of technology partners affirming their use of external data sources (reinsurers had a small though insignificant lead). Segmenting by region, we can tentatively identify Asia-Pacific as trailing on this measure, and our broader research and industry engagement does indeed suggest that the third-party data culture is less-well-developed here than it is in North America and Europe. That said, public sources of data remain available, from unstructured social media through to data generated/collected by incipient smart-city infrastructure (like in Singapore). More details to follow in our forthcoming regional profile on Asia-Pacific, or read on straight away by downloading the full Trend Map here. Do you have a formal data-governance strategy? Insurance companies are being borne along on an exponentially growing tide of customer data, which has brought data governance to the forefront of people’s minds; yet, as of today, only 57% of insurers, 51% of brokers and agents and 58% of technology partners possess a formal data-governance strategy. We expect this figure to rise sharply in the years to come. Reinsurers once again appear to lead (with 77% affirming the existence of a data-governance strategy). Are legacy systems and silos a problem for your business? Capturing data is only the first part of the story to building out an analytics-based business. In many cases, analytics and big-data projects within insurance companies come unstuck not because of a lack of investment or strategic focus but for more prosaic reasons: silos and legacy systems. If infrastructural bottlenecks strangle rather than feed analytical models, preventing them from operating at scale across all the relevant data pools, then the output will be etiolated and limited in use.
We asked respondents whether legacy systems and silos represented "somewhat" or "very much" of a problem for their businesses, and then created a "burden score" based on a weighted combination of these two figures. Insurers clocked up a burden score of 138, brokers and agents 103 and technology partners 105. (Reinsurers score 123.)
There are two key takeaways from this. Firstly, that silos and legacy systems are a problem for the entire insurance ecosystem. And secondly, that carriers are generally harder-hit (comparing insurers and reinsurers to the rest of the industry), which may well reflect their position as the central node of the industry into which all the other players feed.
From descriptive analytics to AI: What's your flavor?
With all new technologies or methods, there is generally a gap or lag between what is theoretically possible and what finds its way into commercial practice. We asked insurers and reinsurers what forms of analytics they were deploying out of a possible six options:
As we can see, every form of analytics has attained at least a modest level of penetration, and we can tentatively construe from this an adoption curve of different analytics formats running roughly from predictive, descriptive and diagnostic (high degree of current adoption) through to behavioral, prescriptive and machine learning/artificial intelligence. So, while most respondents have developed capabilities to describe and predict, only a minority have advanced beyond this toward prescriptive and AI capabilities.
"The rise of insurtech, the analytics explosion and the new face of insurance has created a birth of new roles and impact points across the industry. No longer is analytics and data relegated to just information technology and actuarial — we are now seeing it being integrated into the business culture and DNA of insurance organizations." – Margaret Milkint, managing partner at the Jacobson GroupAnalytics is a very broad category with applications across almost every part of insurance, from underwriting and marketing through to fraud and claims, as well as on the investment side of the business. For the sake of clarity, we have chosen to focus in on two areas of insurance work, underwriting and claims, to capture a snapshot of analytics maturity at the start and at the end of the policy lifecycle.
The donuts above indicate the share of analytics work (as a proportion of the whole) being undertaken by respondents working in the areas of underwriting and claims – this is an intuitive way to compare the prominence of different flavors both within, and between, these two areas.
A larger proportion of the analytics work undertaken by underwriting respondents appears to fall at the early stage of the adoption curve (descriptive and predictive) and a smaller proportion at the later stage (moving toward machine learning and AI), when compared to respondents working in claims. This implies that claims either encourages more advanced analytics than underwriting – which may be oversimplifying things – or that, for whatever reason, it leads underwriting on analytics maturity.
See also: Why to Refocus on Data and Analytics
Join us for our next post, on digital innovation, where we talk about the rise of mobile and the many flavors of digital strategy. Or, if you'd like to access all 11 key themes straight away, simply download the full Trend Map free of charge.
For any inquiries relating to the Insurance Nexus Global Trend Map, this content series or next year's edition, please contact: Alexander Cherry, head of research and content at Insurance Nexus (alexander.cherry@insurancenexus.com)
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Alexander Cherry leads the research behind Insurance Nexus’ new business ventures, encompassing summits, surveys and industry reports. He is particularly focused on new markets and topics and strives to render market information into a digestible format that bridges the gap between quantitative and qualitative.Alexander Cherry is Head of Content at Buzzmove, a UK-based Insurtech on a mission to take the hassle and inconvenience out of moving home and contents insurance. Before entering the Insurtech sector, Cherry was head of research at Insurance Nexus, supporting a portfolio of insurance events in Europe, North America and East Asia through in-depth industry analysis, trend reports and podcasts.