Leaders Translate AI Hype Into Transformation

Benedict Evans' latest 'AI Eats the World' deck reveals a persistent gap between generative-AI awareness and habitual use across multiple US surveys. The analysis highlights that most initial wins are 'absorb' feature deployments (coding, marketing, support), while pilots stall due to data, integration, governance, and organizational design, and urges leaders to productize, integrate AI into workflows, and build roadmaps from absorb to disrupt.
Key Points
- 1Show growing AI engagement gap: many try generative AI, few use it daily
- 2Highlight absorption-first pattern: AI typically becomes features before driving new products or disruption
- 3Advise leaders to productize, integrate, and fix org/data friction to scale pilots
Scoring Rationale
Actionable, industry-wide guidance grounded in analyst data; limited novelty and reliant on a single-deck analysis
Sources
Public references used for this report.
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