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Applied AI·August 13, 2026·1 min read

Why Capital One built its multi-agent AI platform around open-weight models

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Capital One building a scalable multi-agent architecture on deeply customized open-weight models is a concrete example of large enterprises trading some raw capability for control, cost, and compliance. If you’re designing internal agent platforms, you should be evaluating open-weight options alongside APIs—not as an afterthought.