The difficulty of scaling AI agents lies in systems and talent
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On November 4, 2026, Skift Feed reported that when travel companies move AI agents from pilot to production deployment, the difficulty of scaling lies more in systems, talent and infrastructure beyond the model than in the model itself. The report says companies need to determine which capabilities constitute business differentiation and which are better handed to specialized service providers. Progress currently remains at this judgment stage; the report did not disclose specific company cases, deployment numbers or a timeline.
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- Skift FeedWhy scaling AI agents is harder than building them
Skift points out that scaling AI agents relies more on systems, talent and infrastructure outside the model than on the model itself. As travel companies move from pilots to production deployment, they need to determine which capabilities constitute business differentiation and which are better handed to specialized service providers.
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