Our 3D specialists

When perfection matters, our specialists step in.

AI generates the foundation in minutes. For products that demand the highest level of realism, our 3D artists manually refine geometry, materials, and textures to deliver retail-ready quality.

Cobalt sculptural lounge chair
Retail-ready

Not every SKU

Refine only the products that matter most.

Most products look great with AI alone, but premium furniture, intricate decor, transparent materials, and reflective finishes sometimes need an expert touch. Instead of starting from scratch, our artists build on the AI-generated model, dramatically reducing time and cost.

Geometry

Correct proportions, thin edges, seams, stitching, cushions, and complex shapes for a more accurate model.

Materials

Glass, chrome, marble, fabric, leather, wood grain, and other challenging surfaces are refined for greater realism.

Textures & Details

Enhance surface detail, improve lighting response, and remove visual artifacts for a polished, retail-ready result.

Best candidates

What products benefit most from manual refinement?

Most furniture and decor products are generated successfully using AI alone. For products with highly reflective, transparent, or intricate details, manual refinement can deliver the highest level of realism.

  • Glass and transparent materials
  • Woven rattan and wicker
  • Intricate carvings and decorative details
  • Highly reflective metals
  • Complex fabrics and stitching
  • Luxury hero products where every detail matters

The refinement request

From request to retail-ready.

01

Request refinement

Select the model you'd like to refine from your dashboard. Review the estimated price based on its complexity (Simple, Medium, or Complex), then submit your request with any notes for our specialists.

02

Receive a transparent quote

Our team reviews your request and sends a fixed quote before any work begins, so you know exactly what to expect before approving the refinement.

03

Our specialists perfect the model

Our 3D specialists build on the AI-generated model, refining geometry, materials, textures, and fine details to achieve retail-ready quality.

04

Publish without disruption

Once approved, the refined model automatically replaces the original. Your existing embeds, QR codes, links, and AR experiences continue working without any changes.

Estimates

Transparent pricing from the start.

Every refinement request is priced based on the model's complexity. Review the estimated cost before submitting your request, then receive a fixed quote before any work begins.

TierWhat's involvedEstimate
SimpleSmall material or detail improvements$15
MediumMultiple refinements across materials and geometry$30
ComplexPremium products requiring extensive manual refinement$60

Same model

See the difference.

AI version
Cobalt sculptural lounge chair, as the AI generated it
Specialist version
Cobalt sculptural lounge chair, after specialist refinement