AnalysisAI AgentsJuly 17, 2026

Panel at VB Transform 2026: Legacy infrastructure, not models, slows AI agents

A panel at VB Transform 2026 with leaders from LinkedIn, Walmart, and Zendesk concluded that legacy infrastructure, not the models themselves, is the primary bottleneck slowing AI agents. Animesh Singh of LinkedIn highlighted the need for platform modernization to unlock agent performance.

Featured · Animesh Singh

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Agents think in milliseconds, legacy infrastructure doesn't. LinkedIn, Walmart and Zendesk shared how they closed the gap at VB Transform 2026venturebeat.com

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