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The Scaling Gap: Only 23% of Organizations Are Scaling Agentic AI

Mirai360 Team · Jul 19, 2026 · 1 min read

88% of organizations use AI somewhere. Only 23% are scaling an agentic AI system anywhere. Why the gap is organizational, not a model problem.

Adoption is broad. Scaling is not. 88% of organizations now use AI somewhere in the business. Only 23% are scaling an agentic AI system anywhere — and within any single business function, fewer than 1 in 10 report agents actually running at scale. (McKinsey, "The State of AI in 2025," Nov 2025) The gap is not a model problem. Most pilots fail organizationally, not technically — because they never had a working baseline, a build-path decision, or a rule for when to stop. At Mirai360, we treat this gap as the starting condition, not a surprise. One workflow. A measured baseline. A fixed budget and time box. Scale only against numbers set before anyone had a stake in the outcome. If your business is using AI somewhere but running it nowhere — what is the one workflow you would pick first, and how would you know it worked?

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