Steve Taplin is CEO & founder of Sonatafy Technology, a software consulting & engineering firm focused on delivery, quality & accountability The conversation around artificial intelligence (AI) in software engineering has centered on code generation. Tools that autocomplete functions, suggest refactors and generate boilerplate have captured executive attention and developer curiosity. But code generation is only a small part of the delivery lifecycle, and it's not the most consequential one.