Harriet Hughes

Harriet Hughes, an actuary and reserving lead at Liberty Mutual with a maths background, explains how actuaries quantify uncertain futures in property, credit and legal lines. She unpacks reserving work, IBNR estimation, balancing models with judgment, and how AI and storytelling fit into technical roles. Short, clear takes on forecasting, collaboration with claims, and presenting tough numbers to boards.