4A LABS AI
shopping_bagAI COMMERCE

A commerce stack
that does not slow down
as your catalog grows.

Writing content for thousands of products by hand, fixing their categories by hand and answering every customer question by hand does not scale. AI Commerce takes on all three, trained on your own catalog — and the AI Commerce Suite adds three ready products built for fashion retail: Stylify, VirtuaFit and V-Model.

START A PROJECTarrow_forwardAI COMMERCE SUITE
lock Catalog data stays with youbolt Connects to your existing commerce stacktranslate Multilingual content
A smartphone held over a folded sweater; similar clothing products appear as a grid of cards and the matching one is highlighted.
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SCALE

Catalogs with tens of thousands of items

search

SEARCH

Natural language and visual

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INTEGRATION

Connects to your existing stack

support_agent

SUPPORT

Order and returns assistant

A wall of small product photos in a grid; lines sort them into groups and one duplicate is marked in red.

Representative scene.

JOB 1

Product Data

Thousands of products written and categorised by hand never stay consistent. Content, categories and attributes are generated from your catalog and checked against your rules.

  • edit_noteProduct description and title generation
  • check_circleCategory and attribute matching
  • check_circleMissing field detection and completion
  • check_circleMerging duplicate products
  • check_circleMultilingual content
  • check_circleCompliance with brand and tone rules
A person at a laptop at night; a row of matching product cards rises from the screen while the rest of the catalog stays blurred.

Representative scene.

JOB 2

Search and Discovery

Customers do not search the way your catalog is written. Search understands the question, tolerates typos and returns the products that actually fit.

  • searchNatural-language search, as if asking a question
  • check_circleVisual product recognition and matching
  • check_circleSimilar and complementary product recommendations
  • check_circleResilient to typos and synonyms
A customer on a sofa holding a phone next to an open delivery box; empty speech bubbles of light float above the phone.

Representative scene.

JOB 3

Customer Conversations

Most customer messages are the same few questions. The assistant answers them from the catalog and order system and hands the rest to your team with context.

  • support_agentAnswers product questions from the catalog
  • check_circleOrder status and shipment tracking
  • check_circleGuidance through returns and exchanges
  • check_circleClean handover to a human agent
25%

Higher conversion — measured in stores running virtual try-on

40%

Fewer returns — the largest avoidable cost in online fashion

98%

Sizing accuracy — 80+ body measurements from two photos

200+

Fashion brands running the AI Commerce Suite

Figures come from AI Commerce Suite deployments; they contain no customer identity.

AI COMMERCE SUITE

Three Ready Products for Fashion E-commerce

Alongside custom development, the AI Commerce Suite is already in the field: the customer sees the garment on their own body, gets the right size the first time, and every product is photographed without booking a studio.

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VIRTUAL TRY-ON01

Stylify — See It On Yourself

The customer sees the garment on their own body before buying. Not a mannequin, not a model — themselves. Deep learning networks trained on millions of fashion images read fabric structure, drape and fit.

  • Realistic fabric physics and drape simulation
  • Works with any garment type — dresses, coats, shirts
  • Photorealistic output in about 20 seconds
  • Mobile and desktop; no app download
  • Privacy-first: photos are deleted the moment generation ends

25% more conversions · 40% fewer returns · ~20 s generation

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AI BODY MEASUREMENT02

VirtuaFit — The Right Fit, Every Time

80+ body measurements from just two photos — chest, shoulders, waist, hips, inseam and more — at 98% accuracy. No tape measure, no app: the correct size is recommended before the order, which removes the number one cause of returns in fashion.

  • 80+ body measurements from 2 photos
  • 98% accuracy, ISO 27001 certified processing
  • Size recommendation engine wired into the product page
  • Runs on any device, no app required
  • GDPR compliant, privacy-first processing

80+ measurements · 98% accuracy · 2 photos

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VIRTUAL MODEL03

V-Model — An E-commerce Photo Studio

Upload flat-lay product photos and AI dresses them onto photorealistic virtual models in seconds. Nine AI engines, 14 categories and 20+ tools turn the whole studio workflow into one platform.

  • AI draping that preserves fabric texture
  • Model pool: pick an existing model or generate a new one
  • Static to video: cinematic runway and motion control
  • Sketch-to-model: hand drawings become photorealistic looks
  • Batch processing: 10 or 10,000 products at the same speed

9 AI engines · 20+ pro tools · 4K output

AI COMMERCE SUITE

verified_user ISO 27001 certified processinglock GDPR compliant; photos deleted after generationstorefront 200+ fashion brands, 3 global offices, 4.9/5 ratingarrow_forward Visit the AI Commerce Suite site
WHERE IT PAYS OFF

Typical Scenarios

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New Product Onboarding

Turns raw supplier data into a publish-ready product page and flags missing fields.

category

Catalog Cleanup

Finds and fixes miscategorised, duplicate or thinly described products in bulk.

image_search

Visual Search

Finds the closest products from a photo the customer uploads; in-store visual search.

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Cart and Recommendations

Recommends bundles and complements based on real behaviour.

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Fewer Returns

Answers size, compatibility and specification questions before the purchase.

insights

Demand Visibility

Reports searches that returned nothing, showing which product is missing.

HOW WE WORK

The Same Four Steps, Every Time

Custom development or a ready product install — the process does not change. Scope and price are settled in the first step, and we never move ahead without a measurable result.

search
STEP 01

Discovery

Needs analysis and a first-hand look at your systems and data. Starts under NDA.

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STEP 02

PoC

A measurable proof of concept on your own data. Scope and price clear up front.

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STEP 03

Integration

Secure connection to existing systems, access control and go-live.

monitoring
STEP 04

Monitoring

Watching real behaviour in the field, continuous improvement and handover.

FAQ

Frequently Asked Questions

What is the AI Commerce Suite?

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Three ready products for fashion e-commerce: Stylify for virtual try-on, VirtuaFit for AI body measurement and sizing, and V-Model for product photos on virtual models.

Does AI Commerce work with our current e-commerce platform?

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Yes. It connects to your existing commerce stack and is trained on your own catalog; your catalog data stays with you.

Can it generate product content in several languages?

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Yes. Product titles, descriptions, categories and attributes can be generated in multiple languages and checked against your brand and tone rules.

Pick one process.
We will come back with a measurable result.

Custom development or a ready product — we decide together on the first call.

  • check_circle The first call is free and technical
  • check_circle We start under NDA
  • check_circle Scope and price are clear up front

PROJECT REQUEST FORM