Start with the symptom
A new feature must launch before the site has enough data to define normal usage.
Start with the symptom for “How to set the first AI limit when you have no usage history”: A new feature must launch before the site has enough data to define normal usage. You need a predictable bill without becoming an AI infrastructure specialist.
List competing causes for “How to set the first AI limit when you have no usage history”: The feature must remain useful, and one mistake must not consume the month’s margin.
List competing causes
Collect discriminating evidence for this case: Decide on a conservative temporary limit, a short monitoring period, and the evidence required to raise it.
Test in the safest order for “How to set the first AI limit when you have no usage history”: identify the evidence that would make this proposed action unsafe—Decide on a conservative temporary limit, a short monitoring period, and the evidence required to raise it.
- Evidence 3 for “How to set the first AI limit when you have no usage history”: maximum acceptable loss
- Evidence 4 for “How to set the first AI limit when you have no usage history”: normal-day baseline
- Evidence 1 for “How to set the first AI limit when you have no usage history”: campaign window
- Evidence 2 for “How to set the first AI limit when you have no usage history”: approval owner
Collect discriminating evidence
Record the finding for this exact problem: the acceptable end state must resolve the original condition—A new feature must launch before the site has enough data to define normal usage.
evidence-led diagnostic table decision for “How to set the first AI limit when you have no usage history”: Decide on a conservative temporary limit, a short monitoring period, and the evidence required to raise it.
Test in the safest order
Build the evidence-led diagnostic table for “How to set the first AI limit when you have no usage history.” List at least two competing causes. For each, name one observation that would support it and one that would rule it out. Test the least disruptive distinction first.
Record the finding
A limit from “How to set the first AI limit when you have no usage history” protects margin only when it runs on the site. Download AI Cost Circuit Breaker, transfer the boundary from your evidence-led diagnostic table, and begin with free Basic hard-stop protection.