Batch generation
Processing a job list or folder of source materials with agreed parameters.
All servicesGenerative AI / Images at scale
AI automation. From one image to an entire series.
We design workflows for batch image generation and visual variations. Inputs, models, job queues and quality checks come together in an organised process for repeatable visual production.
Discuss your projectWho it is for
For teams with a recurring visual task.
For e-commerce businesses, agencies and content teams needing many assets with a similar structure. We start with a specific series: campaign variations, scenes based on product photographs or visual concepts generated from a list of inputs.
Production scope
What we can create
Consistent variations
Developing a chosen visual direction across multiple scenes, formats or subjects.
Asset workflow
Naming, exports, job tracking and review points suited to the way your team works.
How we work
A sample first. Scale follows.
Task and inputs
We explore the recurring task, source material, quality requirements and intended use.
Pilot and assessment
We test on a representative sample, assessing quality, repeatability, generation costs and manual corrections.
Workflow delivery
We agree the automation scope, exception handling and delivery process. We can prepare a workflow for your team or produce agreed batches.
Before we start
Good questions to start with.
Can I commission a large image batch?
Yes, with scope agreed after a pilot. We first assess the proportion of outputs meeting requirements and the selection or correction effort. The generation count is not the same as the number of usable assets.
Can the workflow use my product photographs?
We can test that approach. Product detail, text and label fidelity are assessed on a sample; the way generation is combined with source material depends on your requirements.
Do I need my own hardware and models?
Not necessarily. We choose an approach based on the task, costs and data requirements, and agree service costs and workflow maintenance.
Your project
Start with the idea.
Describe the recurring task, volume and requirements. Include example inputs and expected results, and tell us how often you need new batches.
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