We have developed and successfully applied a technique to build a high integrity compiler from Pasp, a Pascal-like language, to Asp, the target language for a high integrity processor designed for the UK's Atomic Weapons Establishment at Aldermaston. We overview the technique itself, including a description of how it can be extended to separate compilation. We also describe some of our experiences whilst implementing this compiler, how successful the whole process has been, and the lessons we have learned. We have cost-eectively developed a compiler to high integrity by using mathematical specication and proof techniques.