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MIT Sloan Management Review 2026

GenAI Success Metrics: Look Beyond Reduced Workload

Vishal Shah; Andrenna Gibson; Tanika Teagle

Abstract

At the Community College of Philadelphia, generative AI tools didn’t magically free up people’s time or supercharge one productivity metric across the board. An analysis found that GenAI resulted in different workflow gains for key roles: decisiveness for executives, speed for operational leaders, and resolution efficiency for student-facing professionals. When judging GenAI’s success, examine how your organization’s work changed shape.

DOI
10.63383/dfks6287
Sources
openalex

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