Legacy Infrastructure: The Real Brake on AI Agents
At VB Transform 2026, infrastructure leaders from LinkedIn, Walmart, and Zendesk concluded that legacy infrastructure, not AI models, is the main obstacle to scaling AI agents. Each company faced distinct bottlenecks, but all pointed to the same root: systems built for human pace, not agent speed.



