Genai At Manulife -
Manulife has been actively exploring the potential of GenAI to drive business value across various aspects of its operations. The company has established a dedicated team to focus on GenAI research and development, collaborating with leading technology partners and academic institutions to stay at the forefront of this rapidly evolving field.
Manulife’s approach focuses on moving beyond experimentation into large-scale production through: Inside Manulife's transformation into an AI-powered company genai at manulife
User prompt to GenAI: “Deny claim #MX8823 because the customer didn’t disclose sleep apnea.” Guardrail response: “Blocked. Reason: Final claim denial requires human adjudicator. Generating draft denial letter with sourced policy clauses for human review.” Manulife has been actively exploring the potential of
To ensure security and compliance, Manulife should deploy a : Reason: Final claim denial requires human adjudicator
GenAI is not a science project for Manulife; it is a competitive necessity. Rivals (e.g., John Hancock, Sun Life, Ping An) are already deploying similar capabilities. However, Manulife’s advantage lies in its global scale and conservative risk culture.
By embracing GenAI responsibly, Manulife will fulfill its mission to “make decisions easier and lives better” for the next generation of customers, while protecting the trust that has defined the company for over 135 years.
| Business Unit | GenAI Application | Expected Impact | | :--- | :--- | :--- | | | Automated Underwriting: LLMs summarize attending physician statements (APS) and paramed reports into risk assessments. | Reduce underwriting turnaround from days to hours; improve straight-through processing rates. | | Group Benefits | Intelligent Claims Adjudication: GenAI extracts relevant diagnosis codes and treatment plans from unstructured medical notes against policy wording. | Cut manual claims review time by 60%; reduce leakage due to human error. | | Wealth & Asset Management | Personalized Financial Summaries: Generate plain-English summaries of complex prospectuses and quarterly statements tailored to a client’s reading level and language. | Increase client engagement; reduce call center queries on “what does this mean?” | | Customer Service (Contact Center) | Agent Co-pilot: Real-time summarization of customer calls, suggested responses, and next-best-action prompts based on policy history. | Improve first-call resolution; reduce average handle time; boost CSAT. | | IT & Operations | Code Migration Assistant: GenAI tool (e.g., Manulife internal GPT) to refactor legacy COBOL to modern Java/Python for core systems. | Accelerate cloud migration; reduce technical debt. |




