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Manufacturers struggle to prove AI ROI despite aggressive adoption

Manufacturers are rapidly adopting AI, particularly in operational areas, but are struggling to demonstrate tangible returns such as increased revenue or reduced costs. A key issue appears to be the procurement process, where companies are driven by competitive anxiety rather than clearly defined business problems. This often leads to prolonged pilot phases with no clear success metrics, resulting in significant spending without measurable P&L impact. AI

IMPACT Highlights a significant gap between AI investment and measurable business outcomes in manufacturing, suggesting a need for better procurement strategies and clearer ROI targets.

RANK_REASON Article discusses the challenges and ROI of AI adoption in manufacturing, based on survey data and research, offering analysis and opinion rather than a new release or event.

Read on Forbes — Innovation →

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Manufacturers struggle to prove AI ROI despite aggressive adoption

COVERAGE [1]

  1. Forbes — Innovation TIER_1 English(EN) · Robert J. Szczerba, Contributor ·

    Manufacturers Rushed Into AI. The Returns Aren’t Showing Up

    Manufacturers are adopting AI fast, but returns are lagging. The problem is often weak procurement discipline, not weak technology.