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AI Centers of Excellence Must Shift Focus to Business Value, Not Just Use Cases

By PulseAugur Editorial · [1 sources] ·

Large companies are increasingly deploying AI across their operations, with 88% using it in at least one business function and 44% scaling it enterprise-wide, according to McKinsey. However, financial returns have not kept pace, with only 6% of organizations achieving high performance in AI adoption. The article argues that the traditional AI Center of Excellence (AI CoE) needs to evolve from a talent pool to a facilitator of business value, focusing on decision-making, standards, and accountability rather than just use cases. AI

IMPACT AI Centers of Excellence need to shift from managing talent to focusing on decision-making and business value to ensure AI investments yield financial returns.

RANK_REASON The article provides an opinion on how AI Centers of Excellence should evolve based on industry trends and survey data.

Read on Forbes — Innovation →

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

AI Centers of Excellence Must Shift Focus to Business Value, Not Just Use Cases

How we ranked this

Signal score
2 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
The article provides an opinion on how AI Centers of Excellence should evolve based on industry trends and survey data.
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) · Igor Rikalo, Forbes Councils Member ·

    Why Your AI Center Of Excellence Should Get Smaller As AI Gets Bigger

    Large companies aren't lacking effective ideas for using AI. Rather, they lack a reliable way to transform those ideas into business value.

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