State-owned reinsurer GIC Re is developing Ragini, a private AI assistant designed to digitize underwriting expertise. The tool aims to prevent institutional knowledge loss as experienced staff retire. This internal deployment focuses on knowledge retention rather than customer-facing automation. It reflects a cautious, enterprise-specific approach to integrating generative AI within the insurance sector.