Stillform by Sensigo
On-model imagery from the garment photos you already have.
Stillform turns a still-life or ghost-mannequin shot into photorealistic on-model e-commerce imagery, checked for garment fidelity and colour accuracy before anyone sees it. It multiplies what your studio can ship; it does not replace the people who shoot.
How it works
Three steps from product photograph to published image.
- 1
Upload the garment
Add the still-life or ghost-mannequin photograph from your product shoot. Stillform reads the garment's shape, construction and colour from that image and treats it as the reference every result must match.
- 2
Choose a model
Pick from a library of ten invented models covering UK sizes 6 to 20 and ages from the twenties to the sixties, or use your own models once their consent is on record. Set the framing and the brief.
- 3
Approve the shot
Review the candidates with their quality report alongside. Approve the ones you would publish with one click, reject the rest, and download the finished image with its provenance manifest.
Quality control
Built for garment truth.
The garment in the image must be the garment you sell. Every part of Stillform is built around that rule.
Fidelity scoring
Each candidate is scored against the source photograph for shape, construction details and drape, and a vision judge reads the result the way a merchandiser would. Low-scoring images are flagged before they reach you.
Colour anchoring
Colour is sampled from your product photograph and anchored in the output, so the shade on the model matches the shade in the swatch rather than the model's best guess.
A model library with consent
Ten invented models, created without reference to any real person, with no likeness rights to clear. Your own models can be uploaded only once their consent is recorded, and that record travels with every image.
Provenance and disclosure
Every image ships with a manifest recording how it was made, including an AI-generation disclosure and a synthetic-performer flag, ready for EU AI Act obligations and marketplace labelling rules.
Before you publish
Nothing goes live without a person.
Every image Stillform produces waits for your approval, and approving is a single click. The studio queues candidates for review rather than publishing them, so the final call always sits with someone who knows the range.
Alongside each candidate sits its quality report: the fidelity and colour scores, the vision judge’s notes and the source photograph it was generated from. The decision takes seconds, and the record stands up to scrutiny later.
Questions
Frequently asked.
What inputs do you need?
One clear photograph of the garment: a still-life or ghost-mannequin shot on a plain background. The better the source photograph, the more faithful the result, because it is the reference every candidate is checked against.
Can we use our own models?
Yes. Upload photographs of your own models once their consent is recorded in Stillform. Uploads are gated on that consent, and the record is carried in the provenance manifest of every image that uses them.
How is quality checked?
Automatically, in three ways. A fidelity score compares each candidate with the source garment, a colour check measures the shade against the product photograph, and a vision judge reviews the image for the problems a person would notice. The results are shown with every candidate, and a person still approves each image.
How are images labelled?
Every delivered image comes with a provenance manifest that includes an AI-generation disclosure and, where an invented model is used, a synthetic-performer flag. Use it to meet EU AI Act transparency obligations and the labelling rules of the marketplaces you sell through.
How is it priced?
In credit packs. Buy credits in the studio and spend them per generation, with no subscription. The current packs are listed in the studio.
Give your studio a multiplier.
Upload a garment, choose a model and approve the shot. Your photographers keep shooting; Stillform takes care of the rest of the range.