The creation and use of computational models is seminal to the design of steels and associated processes and many such models have now become of generic value. We illustrate here a few examples that explain the vitality of the subject and how the methodology is leading to benefits for commerce and academia alike. There are some breathtaking developments which are critically assessed.Key words: steels, computational design, physical metallurgy, fine structures, mathematical modelling Solids are distinguished from the other states of matter by their mechanical properties, although under appropriate conditions they can exhibit fluid-like phenomena. And these properties depend on a rich hierarchy of structure. The relationship between structure and properties defines materials science as a subject, but this simple interpretation conceals an enormous complexity, which has advantages and disadvantages when it comes to the creation of new materials. One advantage is that there exist anomalies which are as yet unexplained, and hence inspire the search for answers. The disadvantage, particularly in the context of iron and its alloys, is that new discoveries become ever more difficult to access without a depth of knowledge in the subject. It is in this context that computational methods can be indispensable when venturing into unknown territories, and in cases where experiments are simply impossible.The subject is illustrated here with selected examples, some of which have achieved commercial successes, and other that have revealed new science. It is often the case that models supplement design but are not in themselves adequate to solve the problem completely. Design based on computational methods alone are rare, but one example of that is included.