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Before-and-after images with written instructions, for teams training AI to edit photos. Made to your guidelines and checked before delivery. Try 10 images free.
1,300+images edited and approved for AI training data projects so far
InputThe original photo. Each edit below starts from the result before it.
Each example is an original image, sometimes a second image to place it into (a scene or an ad), a written instruction and the edited result. AI teams often call these edit pairs. These are examples from our work, not the full list: send us your guidelines for any other edit type.



One photo edited in several steps. Each result becomes the next input, with its own instruction.
Instruction: Add a woman in a sun hat and floral dress standing on the beach.
Photography edits only, done by hand in Photoshop.



A studio product photo placed into a campaign, seasonal or sale scene, without text.
Instruction: Hang the locket over the velvet in the open jewellery box. Keep the background and the necklace unchanged; match the gold to the warm light from the left and add a faint shadow on the velvet.
The background of the result is the scene image, unchanged. The product keeps its shape and label; only its light is adjusted to the scene and a shadow is added.



A product placed into a poster or ad layout, turned to the right angle.
Instruction: Stand the yellow flip-flops upright in the sand beside the sign. Keep the ad layout and the flip-flops' shape unchanged; match their light to the bright sun from the upper left and add a soft shadow on the sand.
Everything from the ad image stays the same in the result. The product keeps its shape; only its light is adjusted to match the ad. Every brand name is invented.
We are a service, not a data shop. You choose where the source images come from.
You send the images, we send back the edited results with their instructions. Your images are used for your project only.
No images yet? We find them for your project: licensed stock or new product photos. Licence costs are quoted separately and the images stay with your project.
Every dataset is different, so we quote each project. After your free sample you get a written proposal with one fixed price per image, before any paid work starts.
Request a proposalTell us what you need and attach a few of your images.
We edit up to 10 images for AI data, or 3 product photos for your store. You check the result.
You get a fixed price and a delivery date, then the files in your format.
The before-and-after edits on this page are made by hand in Photoshop. If your project must be done without any AI or third-party services, tell us and we quote it as hand-only work.
Usually from you: we work on the images you send. If you don't have images yet, we can source them for your project by agreement. We don't sell ready-made datasets.
We agree capacity and delivery dates per project after the free sample, based on how complex your images are. Large projects run in weekly batches.
Yes. We sign an NDA on request before you send anything. Your images are never used to train our own tools without written permission, can be processed without any third-party AI service, and are deleted after delivery when you ask.
Ten images are enough to show our edge quality on your kind of data. It is one free sample per company. For a larger test, we run a small paid batch and take its cost off your first order.
We edit them free. You check them against your own standard.
Invoice in USD, paid by PayPal or bank transfer. Larger projects pay half before the first batch and the rest on delivery.