The AI Scaling gap: why ambition is outpacing readiness

So far in 2026, the enterprise landscape is being defined by the pursuit and integration of AI.

Organizational appetite has reached fever pitch, and according to recent global research among IT leaders, 94% of organizations report an increased desire to deploy AI compared to just 12 months ago.

However, beneath this surge of ambition lies a growing disconnect: while the will to innovate is clear, the roadmap for execution is not.

Despite the rush to invest, many CIOs describe their current approach as "learning as we go", and a significant proportion admit they are currently unable to scale projects beyond the initial pilot phase.

This friction between aspirations and scaling difficulties has given rise to a new sense of caution, with a growing number of CIOs questioning whether current market valuations and hype align with the tangible value being delivered.

Some skepticism around AI is healthy. It marks a...

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