AI-assisted image editing

Transforming product images into brand-perfect visuals.

Our AI-assisted image editing takes the whole post-production process off your desk: background cleanup, model generation, lighting, shadow and layout precision. The output is studio quality at catalog scale. Agents do the retouching in volume. A named specialist signs off on anything that changes how a product or a person looks. Every edit lands on a record.

spine·vision v4 · image edit
asset 12,408 · conf 0.98
Studio · background removal · batch #3184asset IMG-4471
beforeRaw studio shot of a model in an oversized white tee
afterSame shot with the background removed and a natural shadow added
generated edit · labelled in the recordApprove
background · removed 0.99
asset:IMG-4471 bg:removed · grid:centred · upscale:2x texture:kept · shadow:balanced · asset:IMG-4472 model:likeness → held · swatch:generated · size chart:embedded · publish → approval · audit:chained ✓ ·
Background removal, asset IMG-4471 · rendered by spine·vision
then a named human approves the model change →
SPINE · IMAGE EDIT RUN · batch #3184live
step 02Clean backgrounds and centre 12,408 product shotsread and render · 316 low-res assets upscaledAuto · render
step 05Mannequin to model · 214 garmentslikeness change routed to a named creative leadHeld · human
✓ approved · named reviewer · audit entry signed
Every asset edited, every change on the record Backgrounds pixel-level clean Layout one grid across the catalog Generated imagery labelled as such Likeness changes human-approved Audit tamper-evident
What the editors do

Create marketplace-ready visuals in seconds.

Twelve post-production tasks that used to queue behind a retoucher now run as governed steps on Spine. Upload the raw shots, choose the outputs each channel needs and the agents render them in one pass. Where an edit changes a product or a person, it stops for a named approver before it publishes.

01

Background removal

Products lifted from their surroundings with pixel-level precision, edges and fine detail intact. The isolated shot drops onto any marketplace backdrop or brand colour without a rework.

02

Fixing gridlines

Every product centred and aligned to the same grid, so a shopper scrolling your catalog sees one consistent frame from the first SKU to the last.

03

Image upscaling

Low-resolution files enhanced to platform size while texture and clarity are preserved. The practical rescue for older assets you no longer have originals for.

04

Reflection and shadow enhancement

Natural reflections and balanced shadows added or corrected, so products sit in the frame with the depth and finish a premium listing expects.

05

Model face enhancement

Subtle refinement of skin tone, lighting and symmetry that keeps authentic human detail. Anything beyond a light touch is flagged for a person to approve.

06

Lifestyle background creation

Plain product shots placed into lifestyle scenes matched to your brand tone and the audience of each channel, with no location shoot.

07

Infographic image creation

Specifications and key highlights turned into clear infographic panels for marketplace galleries, so the facts a buyer needs sit next to the product.

08

Flat lay to model shot

Flat lay garment images converted into worn visuals with generative AI, giving shoppers a sense of fit and fall without a reshoot.

09

Mannequin to model shot

Mannequins replaced with lifelike virtual models while fabric texture, drape and colour stay exactly as photographed.

10

Swatch image generation

Fabric or material swatches produced from the product images themselves, so colour mapping across variants is accurate and every option is represented.

11

Scale and dimension shot

Visual markers and familiar reference objects added to show real-world size at a glance. Buyers know what arrives, which means fewer returns.

12

Size chart integration

Clean, brand-styled size charts embedded directly in the visual set, in the format each marketplace accepts.

spine·vision // edit log · batch #31844 of 12,408_
Studio · post-production passevery edit labelled
background removed
White and orange sneaker on a clean white backdrop
Trail sneaker, white and orange
IMG-4481edge 0.99
shadow added
Red leather handbag with a soft shadow
Leather shoulder bag, red
IMG-4482depth 0.97
upscaled
Black-faced watch at platform resolution
Chronograph, black dial
IMG-44832x · texture kept
swatch generated
Clear glass perfume bottle
Eau de parfum, 50 ml
IMG-44843 variants
4 generated edits · source, model and version on the recordApprove set
generated · labelled 0.98
Post-production pass, batch #3184 · rendered by spine·vision
Governance of generated imagery

Fast to render. Slow to mislead.

Generative editing is powerful enough to need rules. Image editing runs on Spine, the governed platform behind our regulated operations since 1955, so the same discipline that protects a collections call protects a product photo.

  • Generated is labelledEvery image that was generated or altered by a model is marked as such in the record, with the source asset, the edit applied and the model version alongside it.
  • Likeness needs a nameAny change to how a person looks (a virtual model, a face refinement, a mannequin swap) stops at the approval gate and waits for a named approver.
  • Compliance before publishNothing goes live until it passes brand rules and each marketplace’s image policy. Failures are held with the reason, never quietly pushed.
live
Apparel
fixed
Accessories
live
Bags
held
Eyewear
live
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Talk to us

Let’s build smarter, faster and more scalable e-commerce experiences together.

Explore how AI + creativity can accelerate your next big move. Send us fifty raw product shots. Get back a marketplace-ready set, a note on what was generated and the name of who approved it.