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Businesses Shift Focus to Practical AI for Operations as Readiness Checklists Gain Traction

A practical shift is underway in how companies approach artificial intelligence. Rather than chasing speculative applications, a growing number of organizations are turning their attention to ai for business operations as a direct route to measurable efficiency gains. The change reflects a broader move away from pilot projects and toward structured readiness frameworks that help firms deploy AI where it can produce immediate returns. This trend has been building for several

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