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Workplace friction erodes AI's organizational ROI, McKinsey finds

Despite AI tools enhancing individual productivity, many organizations struggle to see measurable company-level financial gains. This disconnect is attributed to 'friction' within systems, such as stalled processes and workarounds, which absorb the value generated by AI. Research indicates a significant portion of employees encounter daily delays due to these system issues, with many opting to work around problems rather than report them, leading to incomplete data for AI initiatives. Organizations that redesign workflows to accommodate AI, rather than simply inserting it into existing processes, are more likely to achieve substantial financial returns. AI

IMPACT Highlights how organizational friction can negate AI's individual productivity gains, suggesting a need for workflow redesign to realize true business value.

RANK_REASON Article discusses the impact of AI on workplace productivity and organizational ROI, presenting an opinion-based analysis rather than a new release or research finding.

Read on Forbes — Innovation →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Workplace friction erodes AI's organizational ROI, McKinsey finds

How we ranked this

Signal score
4 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
Article discusses the impact of AI on workplace productivity and organizational ROI, presenting an opinion-based analysis rather than a new release or research finding.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, opinion
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Forbes — Innovation TIER_1 English(EN) · Tal Dagan, Forbes Councils Member ·

    Why Workplace Friction Is A Real ROI Test For AI

    AI is making individuals faster. It’s not making organizations faster.