AnalysisBusinessJuly 25, 2026
LangChain argues companies must own their AI systems for lasting advantage

The piece emphasizes that turning generic AI into business value requires owning agent systems, governance, context, and feedback loops. It warns against relying solely on commoditized AI models.
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