Artificial intelligence and automation rank among the most discussed insurance technology topics. Industry dialogue around these technologies contains substantial signal alongside substantial noise. Separating the two matters for organisations making investment decisions. Underwriting technology has moved beyond early experimentation. Routine policy decisions for standard risks can be processed with limited human involvement. The benefits in this area are genuine. Speed, consistency, and better resource allocation emerge from well-implemented systems. Claims technology has progressed substantially. Standard claim verification steps see substantial efficiency gains from technology. Customer-facing claims interactions also benefit as digital channels mature. Insurance pricing has grown more granular as data tools improve. More variables, better statistical methods, individualised pricing where appropriate represent genuine industry progress. Other application areas remain more speculative. AI-driven product recommendations often disappoints in practice. This distinction tracks reliably. Technology delivers when it stays in its zone of genuine capability. The most effective insurance scalability technology programmes recognise this distinction.
Practical AI Applications in Insurance That Deliver Results
by Emely Justus (2026-07-22)
Artificial intelligence and automation rank among the most discussed insurance technology topics. Industry dialogue around these technologies contains substantial signal alongside substantial noise. Separating the two matters for organisations making investment decisions. Underwriting technology has moved beyond early experimentation. Routine policy decisions for standard risks can be processed with limited human involvement. The benefits in this area are genuine. Speed, consistency, and better resource allocation emerge from well-implemented systems. Claims technology has progressed substantially. Standard claim verification steps see substantial efficiency gains from technology. Customer-facing claims interactions also benefit as digital channels mature. Insurance pricing has grown more granular as data tools improve. More variables, better statistical methods, individualised pricing where appropriate represent genuine industry progress. Other application areas remain more speculative. AI-driven product recommendations often disappoints in practice. This distinction tracks reliably. Technology delivers when it stays in its zone of genuine capability. The most effective insurance scalability technology programmes recognise this distinction.