Case study / In development
AI Photo Studio CN
An AI photo studio for Chinese portraits, avatars, and social content, focused on complete jobs, provider safety gates, and failure recovery.
01 / Problem
Problem
Real image providers are costly and unreliable, training photos are private, and ordinary demos rarely cover production failure modes.
02 / Approach
Approach
Built a mock-first generation loop, explicit paid-call confirmation, provider audit trails, retry chains, and an isolated test database.
03 / Current proof
Current proof
Validated model creation, training uploads, generation jobs, gallery downloads, and a gated real-provider smoke path.