Use cases
Start from the job
Each guide says what actually matters, names a few fits, and tells you the trap.
Ticket routing
Turn a support ticket into a label and a confidence, then let code decide what a person has to see.
accuracy · structured-output · cost
Content moderation
Score a post, comment, or image for a policy and auto-hide only the confident hits.
accuracy · structured-output · vision · cost
Grading model output
Score another model's answer against a rubric you wrote, and keep the number.
accuracy · structured-output
Picking a model per request
Send one request and let a router choose which generator should answer it.
latency · cost · accuracy
Coding agent
A model that can hold a repo in context, call tools, and edit code.
accuracy · long-context · structured-output
RAG over documents
Embed the library, rerank the passages, then let a chat model answer from those passages only.
accuracy · long-context · cost
Image generation
Make or edit a picture from a prompt.
accuracy · cost
Transcription
Turn speech into text you can search or summarize later.
accuracy · cost
Cheap bulk summarization
Shorten a lot of text when a small miss is acceptable and the bill is not.
cost · long-context
Lead scoring
Score an inbound lead from the form, the email, and the page they read.
structured-output · accuracy · cost