It's no secret that insurance is a data-driven industry. Underwriting and risk pricing models rely solely on data information, and in an industry overwhelmed with data, insurtechs have the opportunity to provide insurers with more efficient
tech-enabled data solutions. Data aggregation, analyses and predictive risk assessments from technologies like AI and
machine learning have become increasingly valuable to insurers. According to Arun Prasad, the principal global technologies leader at Deloitte, the industry can expect to see digital transformation continue.
"Those insurtechs that address the data needs of insurers, at any point in the life cycle processes, are able to present an improvement. Any of the appropriate KPIs will be of value," explains Prasad. "Whether that's using AI technologies, the aggregation of multiple data sets or other techniques that are of value, whether it be in the rating and quoting on the distribution side and or on the
claims side – I think all of the insurtechs that touch any one of those spaces will continue to be of interest to your primary insurers."
Brian McLoughlin, partner and co-founder of MTech Capital, also believes that the digital focus on data and AI technologies are trends the industry can expect to see over the next few years.
"Insurance, you could argue, is entirely a data business, and certainly the pricing of risk is all about what data you have," says McLoughlin. "With more and more of insurance companies' data moving into the
cloud, they will be able to leverage AI-driven tools for data analytics."
McLoughlin finds, however, that not many insurers are using AI directly for pricing, but that there is "lots of experimentation going on." He also sees activity in application intake, including augmenting the information for these submissions and using AI to select which applications best fit an insurer's appetite.
"AI will change the plumbing of insurance: it's focused on
underwriting, it's focused on which submissions to work on, how to price those submissions – and that's a forward trend," McLoughlin notes. "In fact, we have a portfolio company, focused on applying AI to pricing and their sales momentum has increased dramatically as carriers are more interested in using AI right in their pricing. So, this is becoming an exciting area."