Fashion production glossary
Batch image generation
Batch image generation is the creation of many images through one structured production job rather than a series of unrelated manual requests. Each row or record can supply product inputs and variables while sharing art direction, output settings, and review rules.
Context
Understand the term in production
A batch may cover many SKUs, colorways, angles, channels, or creative variants. The key distinction is orchestration: inputs, status, exceptions, retries, approvals, and delivered files remain connected to the records that produced them.
How it works
Follow the production logic
- 01
Structure the inputs
Prepare product references, identifiers, variables, and any row-specific instructions.
- 02
Run the shared direction
Apply the selected model path, art direction, and output requirements across the job.
- 03
Resolve exceptions
Track results by record, review failures, retry when appropriate, and deliver approved files with metadata.