Analyst Report|23 Jan 2026

For a Solid Return on Investment with AI, Consider the Many Ways to Purpose-Fit Your Infrastructure

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Enterprises struggle to prove ROI from AI investments, with infrastructure costs as a key hurdle. Research shows only 11.4% of organizations achieve measurable results from over 75% of AI projects, while 60% cite specialized AI infrastructure as a major cost concern.

Boosting AI ROI requires purpose-fit infrastructure tailored to use cases. Organizations can cut costs by evaluating AI model type, parameter count, data volume, accuracy needs, and deployment location. Key strategies include:

· Aligning AI workloads with infrastructure
· Cost analysis from machine learning to advanced AI
· Cross-functional IT planning

Read the full report to maximize ROI.

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