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Cognitive Automation As A Driver Of Improvement In The Insurance Industry

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Cognitive Automation As A Driver Of Improvement In The Insurance Industry


The use of cognitive tools and AI in insurance promises to address the issues of slow claims processing and subpar customer service.

The insurance sector has been surprisingly slow to embrace tools such as Robotic Process Automation (RPA) and Optical Character Recognition (OCR) to optimize their operations. Multiple barriers have prevented insurance companies from adopting automation, such as data variability, complexities in stakeholder interactions and decision-making bring several constraints in the process and ultimately makes the adoption of automation in the insurance sector an uphill task. The large and diverse amount of unstructured data simply adds to the complexities. If anything, modern insurance needs intelligent automation to handle massive workloads and scaling of operations without error, tasks that are surely beyond human beings. As we will see, insurance companies can improve their operations using cognitive tools to automate repetitive, digitized, standardized, rules-driven and high-volume processes of today’s insurance functions.

Here are a few ways in which cognitive automation and the use of AI in insurance operations can improve the sector:

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Faster Claims Processing

Claims processing involves the collection of large amounts of data from various sources for verification purposes. Insurance money can only be paid to claimants after accurate and quick verification of their data. A combination of RPA and machine learning allows you to classify and route incoming insurance claims to the agent best suited for finding missing information regarding specific policyholders. Cognitive automation eliminates repetitive and redundant manual tasks such as data hunting and extraction from handwritten claims forms. The intelligent technology offers real-time insights after accurately estimating the data provided by policyholders looking to receive insurance money.

Improved Customer Service

The quality and availability of your customer service shape your ROI in the insurance sector, as that aspect is critical in drawing in more policy buyers. But, providing high-quality customer service on a 24X7 basis is not humanly possible, no matter how efficient your team is. Cognitive automation tools enable you to provide policyholder data to your CRM representatives to assist them in real-time. With a streamlined information flow to resolve customer issues, your customer service team can improve the quality of their service by letting your customers know about every option available to them at any stage of the insurance cycle. Additionally, machine learning algorithms in cognitive automation tools suggest updates to your policies based on market trends and regulatory changes.

The idea of involving AI in insurance companies is not exactly a brand-new one. It is up to insurance providers to use AI-driven cognitive automation as a catalyst for evolution in the sector. As stated above, it can enable your business to scale operations by helping you break free from repetitive, time-consuming tasks in claims processing, underwriting and customer service delivery.



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TECHNOLOGY

Why it’s time to ‘embrace the discomfort’ with cloud vendor lock-in

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Why it’s time to ‘embrace the discomfort’ with cloud vendor lock-in


Vendor lock-in, alongside security, are issues that have pervaded IT and software procurement, whether computing has been centralized or not. In the era of the cloud, with benefits ranging from scalability to speed, the hoped-for panacea has turned out to be less than expected.

For a while, the vendors and analysts thought they’d cracked it with the gloss of multi-cloud. At the start of 2018, Cloud Academy issued a whitepaper that looked to separate multi-cloud strategy from the hype. More than 80% of enterprises reported ‘moderate to high’ levels of concern about being locked into a single public cloud platform, according to a Stratoscale survey of the time.

Cloud Academy’s conclusion: it can help, but it is not a requirement. “The key to staying flexible even within a single platform is about the choices you make,” the company noted. “Building in degrees of tolerance and applying disciplined design decisions as a matter of strategy can ensure flexibility and portability down the road.”

For Dave Moore, chief innovation officer at technology consulting firm Growth Acceleration Partners (GAP), many companies are thinking about vendor lock-in from the wrong angle. The key concerns include the data themselves, flexibility and portability, but perhaps the most important is speed.

Moore emphasises a quote attributed to the late Eric Pearson, formerly chief commercial and technology officer at Intercontinental Hotels Group: it’s no longer the big beating the small, but the fast beating the slow. 

“If you can go ahead and commit to one [provider], and not worry about being locked-in, go for the speed,” he says. “Let’s start making mistakes because we’re going too fast, not because we’re going too slow.”

Moore takes aim at the idea of “write once, run anywhere” (WORA) for cloud in a blog post, seen as a viable way to move workloads across vendors. When it comes to the portability of Java – about which the original slogan was coined in the 1990s – then no problem. But while your code can be portable if it’s running in containers, the database service, distributed cache or message queue on which your stack also relies is more difficult to sort.

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“This idea you can write once run anywhere – good luck with that,” says Moore. “If you manage to accomplish that, it’s going to take you three times as long anyway for that to work.” He adds, in a not entirely unserious manner, that if you are able to achieve true WORA for cloud, then you must pivot to that solution as your main product as it will be much more valuable than your current one.

If you are a startup, then the multi-cloud approach is likely to be a non-starter due to lack of resources and time anyway. But if you are a larger organisation, then the call may come to explore more than one of the big three – AWS, Azure, or Google Cloud Platform – if not all of them.

Moore tells a story of his time at EA, who was all-in on a single provider, when his studio was in the final stages of a releasing a game seven years in the making. EA, as the overall publisher — who tends to mandate which technologies can be used — sent a diktat to explore being able to run in other providers. Moore’s response? Sure — just add another three years to the timeline.

Scalability is the cornerstone for cloud customers, being able to spin up VMs and workloads at will. For the providers, it is this data play that is their cornerstone. Ingress is free, but egress incurs a charge. 

According to a 2018 survey taken at the Gartner Symposium, up to 95% of business and IT leaders said they saw cloud billing as the most confusing part of public cloud adoption. To give a simple example, if you wish to transfer 25 terabytes of data, this would be in the ballpark of $2,500 per transfer. 

For those looking at egress charges and squirming, Moore notes there is little that can be done. “They’re not stupid,” Moore says of the cloud providers. “They’ll say ‘give me your data’, because moving that out is going to be ‘kerching’, and so that’s where they’re going to get you.

“The sad part of that is there’s no real solution, other than keeping your data on-prem; then you’d have latency issues and all sorts of problems like that,” Moore adds. “So that’s one of those where you just think ‘we’ll have to pay for that when we get there.’ But look at it this way – the costs of doing that are minuscule compared to trying to create something that would work in multiple providers.”

Ultimately, there is no true panacea, just a series of not perfect options. Contrary to popular belief, Moore believes, going all-in with cloud-native is the least-worst of these options.

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“The main thing is to just embrace the discomfort,” adds Moore. “At some point, you’ve got to decide who you’re going to marry.”

For more information about Growth Acceleration Partners, please visit www.wearegap.com.

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