The Agriculture Production Survey and Annual Enterprise Survey were analysed as part of a redesign of the Ministry for Primary Industries’ Farm Monitoring Programme. These data sets are hosted by Statistics New Zealand, and access is possible for accredited researchers. This paper is intended to 1) provide examples of the types of analyses possible using these data sets, and 2) describe key lessons from our experiences.