Artificial Intelligence and Insurance
Artificial intelligence is making its mark on the insurance industry, helping companies work smarter and serve customers better. From speeding up claims to spotting fraud and tailoring policies, insurers are finding creative ways to put AI to use. But with new technology come new challenges around fairness and trust. You'll find breaking news, insights, op-eds from top thought-leaders, and annual/quarterly rankings of how artificial intelligence and insurance intersect — and what it means for the future of the insurance industry.
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New data quality management practices, data discovery techniques and predictive and prescriptive analytics tools will be among the top trends impacting analytics and business intelligence.
December 5
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Machine learning adoption has been growing at a rapid pace, and there is no end in sight. Recent forecasts say pilots and implementations, as well as investments, will increase 400 percent by 2021.
December 4
ParallelIM -
Despite the strong and inherently negative narrative around the impact on jobs, the bulk of the impact from the automation of work through AI will result in a 'displacement' of work not a 'replacement' of work.
December 3 Genpact -
Representatives of multiline insurers
November 29
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A chatbot might very well be a slower interaction than a well-designed portal, but there is other value.
November 29
CIO Study Group -
Leadoff speakers from Digital Insurance's Insurance Analytics & AI conference in New York illustrate an industry operationalizing advanced technology.
November 28
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Organizations that do not embrace modern business automation will flounder and struggle to survive, with approximately half of organizations recently surveyed saying they see automation as key to delivering a rapid rate of change.
November 27
AI: Key Questions & Analysis
How will Gen AI impact the insurance industry?
Gen AI is helping insurers automate claims, detect fraud, and personalize customer interactions, making processes faster and more efficient. It also enables companies to uncover deeper insights from their data and deliver better service at lower costs. Some of the most impactful Gen AI use cases in the insurance industry are listed below.Key use cases:
What are the biggest challenges of implementing artificial intelligence in insurance operations?
Insurers are keen on the potential of AI, yet implementing it isn't necessarily straightforward. Many are grappling with how to mesh new AI software with legacy systems, tidy up unstructured data, and win over skeptical teams resistant to changing the way they work. On top of that, they need to ensure they're remaining on the right side of regulations, keeping algorithms free of bias, and keeping everything transparent for customers. To actually make AI work, insurers need to have good governance, a definite goal, and regular check-ins to ensure their efforts stay on track and build trust.What are the ethical implications of using artificial intelligence in the insurance industry?
Use of AI in insurance presents several ethical considerations surrounding fairness, transparency, and accountability. Insurance firms must ensure that AI remains unbiased and compliant to regulations. These ethical considerations include:- Bias and discrimination: AI models trained on biased data can disadvantage certain groups.
- Lack of transparency: Secretive algorithms can make it very hard to justify decisions and recommendations to customers.
- Privacy concerns: Usage of sensitive data to train AI raises questions about data protection.
How is AI changing customer expectations and engagement strategies for insurers?
AI is raising customer expectations. People demand faster service, expedient claims, personalized policies, and better customer service. AI use in insurance can meet those expectations, particularly from smart chatbots. These chatbots make interactions frictionless, far more personal, and satisfying for customers.How are insurance agents already using Gen AI?
Insurance agents are beginning to use generative AI to save time, improve service, and strengthen client relationships. By automating routine tasks and providing helpful insights, Gen AI allows agents to focus on more meaningful interactions.What are the top insurance companies using AI?
In the last 2 years, artificial intelligence has been adopted by every major insurance company, various insurtechs, and other insurance-adjacent firms. Many leading insurers are investing heavily in artificial intelligence to improve efficiency, enhance customer experience, and manage risk. Some of the top insurance companies using AI today include:- Allstate - Chicago Quantum Exchange Partnership
- MetLife - Zesty.ai Partnership
- Progressive - AI Chatbot on Facebook Messenger