The range of available cost efficiency benchmarks are as wide for organisations using a Shared Services model as for those that do not. There is a major focus on performance measures and continuous improvement, but these have still not delivered the goods. We need an effective approach and experiences for driving process performance gains through understanding the nature of exceptions in business, recognising them in the continuous improvement cycle and using smart analytics to manage the Key Exception Indicators.