OpenAI on Google Cloud: Build a Preview Evidence Packet Before Production

OpenAI on Google Cloud A new model route is easy to request. Proving that it is safe, usable, affordable, and reversible is the real engineering work. A promising AI preview belongs behind evidence gates, not on an automatic path to production. One phrase turns an AI pilot into a future incident: “It worked in the preview.” It worked for one prompt, on one laptop, with an engineer watching. That says almost nothing about who can invoke it, what happens to sensitive context, whether the needed API behavior exists, what it will cost at volume, or how quickly the team can stop it. That distinctio