Acceptance
Define “usable” before you optimize generation volume.
Start from the job, not the model menu.
Image generation API use cases
Workflows for SaaS, ecommerce, marketing, and portraits — review loops, safe defaults, and where humans still matter before a generated asset ships.
01
image generation API for SaaS
02An image generation API for SaaS features that need knobs and brakes
Add in-app AI image generation to SaaS with API keys, budgets, safety, metering, and failover already behind your server boundary — not in the browser.
Read the guide →product image generation API
03A product image generation API for teams who still have a truth to protect
Ecommerce product image API for angles, scenes, and catalog variants. Explore on the fast lane, then promote winners to premium before they hit the storefront.
Read the guide →marketing image generation API
04A marketing image API that matches how creative teams actually decide
Marketing creative image API for campaign exploration — burn multivariate territories on fast credits, then run premium passes only for the direction that wins.
Read the guide →AI portrait API
An AI portrait API with size, routing, and consent baked into the brief
AI portrait API with 960x1472 presets, fictional-subject rules, and fast or premium routing for character, avatar, and editorial workflows your product can ship.
Read the guide →How to use these guides
Design the review loop before you chase another model name.
The real unit of work is an approved asset — listing shot, campaign concept, avatar option. Map who prompts, who reviews, how many variants you need, and which failures must never auto-retry.
Human review
Put eyes where brand truth, identity, or publication risk peaks.
Economics
Measure cost per accepted deliverable, including discards.
From guide to request