Red Hat and Intel spotlight scalable AI inference as enterprises move beyond the GPU gold rush
# What This Means for Your Business Companies are realizing that running AI doesn't have to mean spending a fortune on expensive hardware—the real challenge now is doing more useful work with less computing power and lower costs. Red Hat and Intel are pushing solutions that help businesses get better results from their AI systems without constantly upgrading equipment. As AI moves from experimental projects to everyday business use, the companies that figure out how to be efficient will have a real competitive advantage.
As companies move from testing AI to broader adoption, the biggest challenge is building scalable AI inference systems that perform without breaking the budget. The next wave of AI won’t be won on raw power alone — it will be decided by who can do more with less. When AI inference first took off, th
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