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Baidu Intelligent Testing
Baidu Intelligent Testing
Apr 3, 2023 · Operations

R&D Efficiency Analysis: From Metric Definition to a Digital Decision‑Making System

This article explains how to measure and improve R&D efficiency by defining core factors, building data‑driven analysis models, presenting practical case studies on human productivity, code‑review processes and workflow bottlenecks, and describing the technical architecture of a digital platform that turns metrics into actionable decisions.

Process ImprovementR&D efficiencySoftware Engineering
0 likes · 24 min read
R&D Efficiency Analysis: From Metric Definition to a Digital Decision‑Making System
Baidu Geek Talk
Baidu Geek Talk
Apr 3, 2023 · R&D Management

Digital R&D Efficiency Analysis and Decision System: Concepts, Case Studies, and Technical Implementation

The article defines R&D efficiency as delivering higher‑quality, faster value, breaks it into doing the right work, doing it correctly, and ensuring sustainable delivery, then presents a GQM‑driven framework and case studies on testing staff, code review, and process bottlenecks, and outlines a digital decision‑making platform that automates data collection, modeling, and actionable reporting.

Process ImprovementR&D efficiencycase study
0 likes · 23 min read
Digital R&D Efficiency Analysis and Decision System: Concepts, Case Studies, and Technical Implementation