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Turning Retail AI Hype into Impact

04-08-2026

AI is reshaping retail, and a recent report from global consulting firm BRG — shared by Daniels School Business Fellow and BRG Managing Director & Retail Strategy Leader Jason Kuckkan — shows that impact will depend on disciplined, not experimental, adoption.

The report, Kuckkan notes, draws on insights from a survey of 100 retail leaders and executives directly involved in their companies’ AI implementation efforts, and incorporates important analysis from BRG’s Retail Performance Improvement group.

Why this research matters

  • Nearly half of surveyed retailers report active AI use across core functions like IT, marketing, digital commerce and logistics, yet many still struggle to translate pilots into measurable business results.
  • The study underscores a widening “last mile” gap between executive ambition and on-the-ground execution, especially where legacy systems and weak data governance slow AI at scale.

What does this mean for retailers?

  • Embed AI in a clear operating model. Prioritize use cases tied to specific business problems — such as demand forecasting or dynamic pricing — and define ownership, processes and target ROI before scaling.
  • Upgrade data and KPIs together. Invest in data quality and governance while tracking focused metrics like forecast accuracy, inventory turnover and AI-attributed margin lift to prove value and refine deployment.

Read the BRG report