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Applied AI·September 18, 2026·1 min read

Oracle got AI working on itself only this year

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Oracle spending tens of billions on AI infra for customers but only rolling out a broadly useful internal tool in April is a cautionary tale—selling AI and using AI are different maturities. If you’re an infra or platform provider, treat internal deployment as a parallel product track, not an afterthought; it’s where you’ll discover the real integration friction your customers face.