SIGNALCapital Markets·Jun 25, 2026, 11:30 AMSignal75Medium term

Why aren’t more companies adopting AI?

Organisational barriers may still be too high

Why this matters
Why now

Despite widespread AI hype and demonstrated capabilities, the article highlights the persistent gap between AI potential and actual enterprise adoption, suggesting a more fundamental issue than just technology readiness.

Why it’s important

This indicates that the promised productivity gains and economic shifts from AI may be slower to materialize than anticipated, recalibrating expectations for investors and policymakers.

What changes

The focus shifts from purely technological advancements in AI to the organizational, cultural, and strategic barriers within companies that hinder its effective deployment and value capture.

Winners
  • · AI consulting firms
  • · Change management consultants
  • · Integration platform providers
  • · Companies with strong internal innovation cultures
Losers
  • · Overly optimistic AI software vendors
  • · Companies failing to adapt organizational structures
  • · Investors betting on rapid, widespread AI adoption
  • · Traditional IT departments resistant to change
Second-order effects
Direct

Companies will increasingly invest in organizational restructuring, leadership training, and change management alongside AI technology.

Second

The pace of AI-driven productivity growth at a macro level will be slower than expected, impacting economic forecasts and investment strategies.

Third

A new class of AI integrators and organizational architects will emerge, focusing on bridging the gap between AI capabilities and corporate operational realities.

Editorial confidence: 85 / 100 · Structural impact: 55 / 100
Original report

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Read at Financial Times — Technology
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