Beyond Model Loyalty: Enterprise AI Must Be Built For Vendor Volatility

Forbes Councils member Luke Norris argues that enterprise AI systems must be designed to handle vendor volatility, as deeper integration into decision flows and agent orchestration increases the cost of disruption. Norris emphasizes the need for architectural flexibility to avoid lock-in and ensure resilience.

Beyond Model Loyalty: Enterprise AI Must Be Built For Vendor Volatility By Luke Norris, Forbes Councils MemberSource: Forbes Innovation https://www.forbes.com/innovation/ The deeper AI embeds into decision flows, agent orchestration and validation pipelines, the more expensive any disruption becomes. Get AI news in your inbox Daily digest of what matters in AI.