How do brands design and sample products using AI?
Dec 12, 2025

How do brands design and sample products using AI?
Sketch to image is our latest feature and it seems it is a new favourite among users.
Here are all the ways in which you can use it to be innovative and competitive to win in the fashion business.

1. Skip the sampling process - save millions
Brands are now skipping the sampling process before pitching collections, they are directly pitching the renders and then upon approvals and edits suggested they are making samples.

Client - would like to buy this design in blue with hex code #CAFOF8
You - Sure!

And red silk,

Let’s try variations - can you make the bows and the flowers black?





Apply material - no prompting required
Apply print


2. Get the sketch from an inspiration - If you have an inspiration shot and want to extract the sketch in SVG format you can do it using the image to sketch tool. Once you have the sketch you can export a vector to edit it or just edit it right here in Caimera using the edit this image button.
3. Get a ghost shot from an inspiration - Image to Ghost Feature

4. Communication with factories - it must be so hard to tell them the way you want the output to be, brands currently send sketches, but they can now just send the images.
5. Gain consumer feedback even before manufacturing the product.
6. Showcase different angles or a 360 degree video of the design.
7. Visualize products on models.
8. Create mood shots to not only sell the product but to sell the story.
9. Validate product ideas without spending a dime - not sure if a shoe with a unicorn head at the front will ever look good? Simply use Caimera to bring your ideas to life.
10. See variations of a design - Visualise a jacket with hoodie and without hoodie in just one click.
If you would like to see these live in action, join any of our live session
Luma Link - https://luma.com/caimera
Or contact us for a demo - contact@caimera.ai



