How can I justify engineering investments with data?

To justify engineering investments with data, focus on connecting technical improvements to measurable business outcomes like productivity, reliability, cost savings, or faster delivery. Start by defining the problem and baseline metrics, then project the improvement and translate it into business value — in terms of engineering hours recovered, downtime reduced, or revenue protected.

Summary

Justifying engineering investments with data requires a baseline, a projected improvement, a translation into business outcomes, and a clear ROI framing. Tools like GitKraken Insights help track the engineering metrics that underpin this analysis, and DORA benchmarks provide external context to strengthen the case with leadership.