Matthew talks to Michele Williams, Head of Allianz Global Corporate & Specialty's central innovation unit XSE, to find out what the group is doing, and the areas of analytics and data they are interested in. Michele explains Allianz's strategy for producing new ideas - which are focussed around their clients' needs - and how they work with start-ups, scale-ups and technology providers.