Why this matters
Generative AI infrastructure decisions are complex because they touch every part of the enterprise technology landscape. Organizations must consider performance, cost, security, governance, scalability, deployment models, workload requirements, operational readiness, and long-term business value.
These decisions are rarely made by one team alone. Business leaders need confidence in the investment. Technology leaders need confidence in the architecture. Finance teams need visibility into cost and return. Application teams need a path to build and deploy solutions faster.
Without a structured way to evaluate these decisions, enterprises can end up with fragmented strategies, stalled pilots, rising costs, or infrastructure choices that are difficult to scale.