How can non financial ROI metrics provide a more comprehensive evaluation of Al projects compared to financial ROI alone, particularly in a strategic context?

Nonfinancial ROI metrics focus exclusively on internal process improvements, disregarding external impacts.

Nonfinancial ROI metrics are easier to measure and quantify than financial ROI.

Nonfinancial ROI metrics include qualitative benefits like improved customer satisfaction, employee engagement, and brand reputation, which are critical for long$-$term strategic success.

Nonfinancial ROI metrics focus on short$-$term gains, while financial ROI considers long$-$term benefits.