Cloud Architecture: Why AI Model Choice Creates Cost and Governance Risk
This blog argues that enterprise AI model selection has moved beyond benchmark comparison. Once AI workloads become recurring production systems, the selected model shapes cloud-based architecture decisions around data movement, latency, monitoring, identity, vendor dependency, cost attribution, accountability, and lifecycle support.