Balancing insight and effort: The industrial uptake of formal methods

Our goal is to help the developers of computer-based systems to make informed design decisions on the basis of insights gained from the rigorous analysis of abstract system models. The early work on model-oriented specification has inspired the development of numerous formalisms and tools supporting modelling and analysis. There are also many stories of successful industrial application, often driven by a few champions possessing deep a priori understanding of formalisms. There are fewer cases of successful take-up or adoption of the technology in the long term. We argue that successful industrial adoption of this technology requires that potential users strike a balance between the effort expended in producing and analysing a model and insight gained. In order to support this balancing act, tools need to offer a range of levels of effort and insight. Further, educators need to recognise that training in formal development techniques must support this trade-off process.