An expert system is a computer software technique which is best (but not necessarily) implemented using languages and hardware systems from the artificial intelligence stable. In 1984 the author led the team which provided one of the first practical demonstrations in the UK of a real time expert system for process control room applications. Practical issues of the pioneering exercise and some of the experience obtained whilst evaluating feasibility of large scale applications with European oil and gas companies are discussed.