Warning on AI limitations as industry tech take-up accelerates
The industry is on a digital transformation drive, investing in artificial intelligence and other tech to lift efficiency and comply with evolving regulations, global researcher Information Services Group says in a new report.
Insurance companies in Australia and New Zealand are embracing such new technologies amid declining margins, with inflation and extreme weather affecting claims, according to the paper.
The industry also faces pressure from changing consumer expectations and competition from start-ups that is forcing incumbents to innovate in product and customer experience.
“Insurance companies in Australia and New Zealand need to move beyond legacy systems and cultures to remain competitive,” ISG partner and head of Asia-Pacific Michael Gale said. “Service providers are helping them make essential leaps in technology.”
ISG says AI and generative AI are playing a growing role in automated claims processing, better customer interactions and predictive analytics for risk management. Property and casualty insurers are using data analytics to improve risk assessment and customer segmentation.
According to the report, AI has generated much enthusiasm among industry executives and IT service providers, but it is important to understand that it operates by predicting the data or references it should utilise next without possessing actual knowledge.
“At its essence, AI is a predictive model that leverages substantial amounts of data. The ability to cultivate and apply data with an appropriate level of granularity will be a critical factor in determining AI readiness among insurers.”
ISG notes AI is designed to perform only within its programmed parameters.
“Thus, one should not rely on AI to deliver intelligent responses or solutions that extend beyond its pre-defined capabilities. Furthermore, a lack of access to first-party data and ongoing concerns regarding data privacy will continue to pose challenges for insurers, as most AI systems were not originally developed with security in mind.”