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The unplanned work behind every AI use case

ID: 2e2c21ce-803e-5790-a1ad-cb3b72039d92

STIX ID: report--2e2c21ce-803e-5790-a1ad-cb3b72039d92

Feed Name: CIO Security

Date Published: 2026-03-27

Date Updated: 2026-04-20

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This article argues that the main challenge for enterprise AI is operationalizing and scaling models—not the models themselves—highlighting the need for infrastructure, data pipelines, monitoring, governance, security controls, and an operating model that supports repeatable production deployments rather than ad-hoc pilots.

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