McKinsey: Where did you start when building a deeper data and analytics capability at AIG?

Heather Wilson: I believe in evidence-based work. At AIG, we started by finding a few business executives who were willing to sponsor a series of pilot initiatives to create this evidence base for big data. We started with five pilots of analytics capabilities in different areas.

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