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Breaking the 5% ROI ceiling: Why enterprise AI stalls at the pilot stage

ID: 9d030023-d207-5612-8f76-3c63a78b6e10

STIX ID: report--9d030023-d207-5612-8f76-3c63a78b6e10

Feed Name: CIO Security

Date Published: 2026-03-13

Date Updated: 2026-04-20

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This Fujitsu Uvance Wayfinders briefing argues that enterprises fail to scale AI due to structural infrastructure limitations and outlines six strategic bottlenecks (business processes, data integrity, system integration, solution architecture, management and governance, and talent/operations). It recommends three parallel transformations—an event-driven business environment, a six-layer modular architecture, and built-in cyber resilience—to enable agentic AI and sustain long-term AI value creation.

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