Start with a baseline, an agreed observation period and a small set of measures tied to the reason for the pilot. Add hard business outcomes only where the pilot design supports a credible connection; otherwise keep them as contextual indicators. That produces a stronger business case than forcing a single ROI number from weak evidence.

Topic: Evidence, results and how to evaluate valueLast reviewed: 2026-09-06