Workflow

AI Art Refinement Workflow

A strong workflow separates the AI draft, technical preparation, human critique and final finish.

1. Generate the direction

Use AI to explore composition, mood and subject matter. Do not treat the first good output as final.

2. Upscale and inspect

Enlarge the image enough to see errors clearly. This is where hidden problems become visible.

3. Refine with intent

Correct the parts that damage the image: anatomy, artifacts, lighting, detail hierarchy and composition.

4. Prepare for use

Export the finished piece with stable naming, useful alt text and a clear credit policy.