Underwriting commercial insurance is competitive. Margins are low. To grow profitably, insurers need to minimise the loss exposure across their portfolio and choose the clients that are likely to have the fewest losses. Better data, and the potentially powerful insights that can be extracted from it, is today widely recognised as being essential for all insurers.