Adeeb Valiulla emphasizes the importance of implementing a robust Engineering Metrics Program to transform raw data into actionable insights, boosting efficiency, productivity, and business alignment within software development. By leveraging tools like Harness Software Engineering Insights and frameworks such as DORA, teams can identify bottlenecks and drive measurable improvements. The program focuses on optimizing people, processes, and tools to achieve engineering excellence, with metrics categorized into engineering excellence and business alignment. The DORA metrics, regarded as the gold standard, include Lead Time for Changes, Deployment Frequency, Mean Time to Restore, and Change Failure Rate, but deeper analysis is required to uncover underlying issues. The Harness Engineering Metrics Program offers a structured four-step approach to enhance developer productivity and business alignment by gaining visibility, setting benchmarks, targeting conditions for improvement, and iterating towards these goals. Real-world applications illustrate how the program can address issues such as PR approval times, deployment frequency, and change failure rates, while emphasizing the importance of a clear roadmap with specific objectives, timelines, and accountability to ensure continuous improvement and alignment with business outcomes.