Given the complex nature of policing, the diversity communities policed, the range of partner agencies and the multiple sources of records and information, creating accurate data for modelling new systems and scenarios without using real-world cases can present a major challenge; data and geospatial intelligence specialist Ian Oldfield, who spent more than 28 years as a police officer, explains the importance and benefits of synthetic police data.