Shorter feedback loops compound value in development

This post introduces the concept of throughput accounting and its application to optimizing R&D and business outcomes. It details the transition from cost-based accounting to throughput accounting, highlighting the impact of inventory on ROI. The post also describes the development of an intelligent decision support framework using NLP to extract topics and sentiment from text-based data across sales, support, and R&D tools. This framework enables better prioritization of roadmap items and alignment across teams. It also advocates for a continuous innovation framework with lean sprints to validate assumptions and solutions.