Prudential HK Launches AI Underwriting Tool With Alibaba Cloud
Prudential Hong Kong has fully launched an artificial intelligence-powered underwriting tool developed with Alibaba Cloud, giving its financial consultants preliminary underwriting guidance within minutes and potentially shortening the time needed to assess insurance applications.
The new AI Underwriter uses a chatbot to provide preliminary indications based on information including a customer’s financial, medical, occupational and residential profile. The system can indicate whether an application may be accepted, subject to exclusions or loadings, or require additional information before proceeding.
Prudential said the tool is designed to give financial consultants a clearer picture of potential underwriting requirements before an application is submitted, allowing them to collect more complete information upfront and reduce administrative back-and-forth with customers.
Previously, a preliminary review could take several days to identify additional information needed before an application could proceed, the insurer said.
«AI Underwriter marks an important step forward in how Prudential works with leading ecosystem partners to bring practical innovation into the insurance journey,» Lawrence Lam, chief executive officer of Prudential Hong Kong, said in a statement.
The system combines Prudential’s underwriting expertise with Alibaba Cloud’s AI infrastructure and models. It uses Alibaba’s Qwen models through Model Studio, alongside a retrieval-augmented generation engine designed to improve data retrieval, intent recognition and evidence grounding.
Prudential said the solution has achieved more than 95% accuracy, with hallucination rates below 2%.
Developed and Deployed in Less Than Three Months
The tool was developed and deployed in less than three months through Alibaba Cloud’s Forward-Deployment Engineering service model, which embeds engineers and AI agents into Prudential’s business and engineering workflows. Candy Au Yeung, Prudential’s chief customer operations and health officer, said the shortened development cycle represented a significant improvement over traditional technology development timelines.
Ethan Yuan, vice president of international business and regional general manager of APAC North at Alibaba Cloud Intelligence, said the project demonstrated how AI could move beyond pilot programs into core business operations in a knowledge-intensive sector such as insurance.
Prudential said AI Underwriter is the first phase of a broader plan to expand the use of AI in underwriting. Future plans include extending the tool to additional distribution channels, including bancassurance and brokerage, and making it available to Prudential’s underwriting team.
Does Not Replace Human Underwriters
The insurer also plans to expand the tool’s knowledge base with historical underwriting decisions and reinsurers’ underwriting guidelines, which it said could improve the system’s support as it gains access to a broader range of underwriting experience.
Despite the increased use of AI, Prudential emphasized that the tool does not replace human underwriters. Final underwriting decisions will continue to be made by Prudential’s underwriters after all relevant information has been received and reviewed.
The launch comes as insurers across Asia increasingly adopt AI to streamline underwriting and improve customer experiences, while balancing automation with human oversight in decisions that can affect coverage and pricing.
