Global enterprise expenditure on generative artificial intelligence increased by 38% in the third quarter, driven by operational automation. However, Chief Information Officers are increasingly scrutinizing computational overhead and licensing costs.
Shift Toward Specialized Models
Rather than relying on monolithic foundation models, firms are deploying lightweight, domain-specific architectures. This strategy reduces latency, lowers API costs, and mitigates data privacy risks associated with public cloud infrastructure.