This document discusses three levels of product innovation: linear innovation, customer-driven innovation, and radical innovation. For linear innovation, the challenges are expensive physical prototypes, feedback too late for changes, and integration issues. For customer-driven innovation, challenges include missing sales from long quote times and difficulty meeting customer requirements. For radical innovation, challenges include mapping ideas to opportunities, bringing together relevant information for decisions, and conducting "what-if" analysis to understand trade-offs.