R&D Reporting Guide: Key Metrics and Frameworks for Technology Organizations

ICONIQ Capital provides a standardized framework for R&D reporting and engineering performance measurement, addressing the lack of consistent approaches to tracking engineering updates and their business impact. The guide recommends quarterly reporting of key engineering metrics for companies spending over $10M annually on R&D, using leading and lagging indicators across business impact, performance, developer effectiveness, and team health. The framework emphasizes longitudinal data tracking and structured reporting to improve engineering organization productivity rather than tracking every possible metric.