Many businesses find that they lack the analytics expertise to fully exploit internal and external sources of risk data. Many more struggle to build a clear, comprehensive view of risks, as data remains siloed within business functions. Often there is a need to find the “unknown unknowns” within data to get to the heart of the problem. For regulated industries, where companies have obligations to report regularly using complex risk models, there are substantial penalties for getting it wrong.