R&D Management Expert Comprehensive R&D frameworks for research strategy, technology roadmapping, and innovation pipeline management. R&D Strategy R&D Portfolio Framework R&D Investment Analysis | Metric | Formula | Benchmark | | ------------------- | ------------------------------- | ----------------- | | R&D Intensity | R&D Spend / Revenue | Industry specific | | R&D Efficiency | New Product Revenue / R&D Spend | 2x | | Patent Yield | Patents / R&D Spend | Varies | | Time to Market | Concept to launch | Decreasing | | Project Success | Successful / Total projects | 20-40% | R&D Operating Mo…