01
Recurring output
Similar product images, campaign variations or platform formats are needed again and again.

AI Content Solutions / Pilot phase
For businesses with recurring content needs
I combine production and post-production experience with AI-assisted workflows for recurring images, variations and formats.
Now looking for the first pilot projects
Start with the bottleneck
The useful question is not where AI can be added. It is which repeated task is expensive, inconsistent or difficult to reproduce - and whether a controlled workflow can improve it.
01
Similar product images, campaign variations or platform formats are needed again and again.
02
Brand, background, framing and quality already follow a recognisable visual system.
03
New products or formats appear more often than a complete shoot remains practical.
One possible use case
A business adds products regularly, while every asset should still look as if it belongs to the same shoot.
Source
A clean, evenly lit image - in the simplest case photographed with a phone.
Workflow
Isolation, background, lighting, retouching and scale follow rules defined in advance.
Output
Consistent images in the required look and formats, checked before they leave the workflow.
This is an example, not a one-size-fits-all package. The workflow is designed around the product, brand and quality threshold.
How a pilot works
Review the current process, source material and the task that consumes unnecessary time.
Set the visual target, acceptable source quality, controls and output requirements.
Build the smallest useful version around one real use case and real material.
Compare the results, refine the controls and make the workflow understandable for the people using it.
First pilot projects
A good pilot does not begin with ‘we want to do something with AI’. It begins with a repeated task, real source material and a result that can be evaluated clearly.
A useful first project has