Steven Singer, a CIO, argues that AI investments must demonstrate tangible business outcomes, not just user activity. He emphasizes the need to measure improvements in key performance indicators like fill rates or order accuracy, rather than relying on metrics such as login counts or pilot program participation. Singer advises setting baselines before deployment, assigning ownership for metrics, and establishing fixed review periods to ensure accountability and justify AI project investments. AI
IMPACT Emphasizes the need for AI solutions to demonstrate clear ROI through measurable business improvements, influencing future investment and adoption strategies.
RANK_REASON Opinion piece by a named credible voice discussing AI project ROI.
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