Corporate AI procurement shifts toward multi-vendor strategies

Enterprises are increasingly adopting multi-vendor AI strategies to balance cost, performance, and security requirements. This shift reflects a maturing market where reliance on a single provider is being replaced by specialized integration to mitigate vendor lock-in and operational risk.