Booting Wardrobe Matrix...
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Living Wardrobe Matrix: Mix & Match

Infinite combinations,
one model.

Mix and match garments into endless looks without reshoots. AI composition preserves model identity across every outfit change—compose a base model with any top and bottom

See the Wardrobe Matrix ↓
ZYNG_WARDROBE_KERNEL // ACTIVE
Composing look
Base model
Model
Target top
Top
Target bottom
Bottom
Complete look
Complete look
Get Started · Wardrobe

Build infinite looks from a single shoot.

Mix and match garments onto one locked model — endless on-model combinations with zero reshoots.

Book a Demo → 15-min walkthrough · no commitment
01 Wardrobe Matrix
Live Compositing
Base · Top · Bottom · Output

Create Your Wardrobe

Each look is a thread: a locked base model fused with an interchangeable top and bottom.

Look 01
Female · Casual Daywear

A relaxed daytime pairing composited onto the locked base model with consistent lighting and natural drape.

Thread 1
01 Base Model
Female base model+
02 Target Top
Female target top+
03 Target Bottom
Female target bottom=
04 Rendered Output
Female rendered output
Look 02
Male · Casual Daywear

A relaxed daytime pairing composited onto the locked base model with consistent lighting and natural drape.

Thread 2
01 Base Model
Male base model+
02 Target Top
Male target top+
03 Target Bottom
Male target bottom=
04 Rendered Output
Male rendered output
Look 03
Female · Sporty Comfort

An athleisure combination mapped to the base model with waist alignment and natural drape physics.

Thread 3
01 Base Model
Female base model+
02 Target Top
Female target top+
03 Target Bottom
Female target bottom=
04 Rendered Output
Female rendered output
Look 04
Male · Sporty Comfort

An athleisure combination mapped to the base model with waist alignment and natural drape physics.

Thread 4
01 Base Model
Male base model+
02 Target Top
Male target top+
03 Target Bottom
Male target bottom=
04 Rendered Output
Male rendered output
Look 05
Female · Evening Wear

A dressed-up thread showing consistent composition across very different garments and silhouettes.

Thread 5
01 Base Model
Female base model+
02 Target Top
Female target top+
03 Target Bottom
Female target bottom=
04 Rendered Output
Female rendered output
Look 06
Male · Evening Wear

A dressed-up thread showing consistent composition across very different garments and silhouettes.

Thread 6
01 Base Model
Male base model+
02 Target Top
Male target top+
03 Target Bottom
Male target bottom=
04 Rendered Output
Male rendered output
Look 07
Female · Modern Street

A streetwear pairing with shoulder, sleeve, and torso geometry aligned to the base posture.

Thread 7
01 Base Model
Female base model+
02 Target Top
Female target top+
03 Target Bottom
Female target bottom=
04 Rendered Output
Female rendered output
Look 08
Male · Modern Street

A streetwear pairing with shoulder, sleeve, and torso geometry aligned to the base posture.

Thread 8
01 Base Model
Male base model+
02 Target Top
Male target top+
03 Target Bottom
Male target bottom=
04 Rendered Output
Male rendered output
02 Complete The Look
Style Engine Active
One Top · Endless Pairings

Complete the Look

Lock a top and let the engine pair it with everything else in the catalog. The model, the hero garment, and the studio backdrop stay pinned in place while bottoms and footwear swap underneath — so shoppers browse a living lookbook of combinations and add the whole outfit to bag in a single tap.

Styled look on a locked base model
TOP · LOCKED
BOTTOM · SWAPPED
FOOTWEAR · SWAPPED
LOOK 01 / 09
IDENTITY LOCKED
AI MATCH 99%
Shop This Look
Origin · 3 pieces in one photo
CROSS-SELL
Solar Flare Graphic Tee
Washed Black · The hero piece
$48
LOCKED
✦

Tonal black-on-black — the gallery-clean origin drop.

Full look $215
Browse pairings Same top · 9 ways to wear it →
03 Smart Source Selection
Vision Model Active
Source Intelligence · Best-Frame Selection

You send the full SKU.
We pick the hero frame.

Drop in every shot you have for a product. The vision model scores each frame for maximum front-view garment visibility — the largest unobstructed view of the garment by area — then locks onto the single best image to drape on the model. No manual sorting, no guesswork.

Front-view garment area Unobstructed coverage Pose & framing clarity
SKU_01 Charcoal Hoodie Set 1 of 4 frames selected
Charcoal Hoodie Set — best front-view frame draped on model SELECTED · 97% FRONT VIEW
Draped on model
SKU_02 Linen Button Vest 1 of 4 frames selected
Linen Button Vest — best front-view frame draped on model SELECTED · 96% FRONT VIEW
Draped on model
04 Conveyor System
Live Streaming
Look Matrix at Scale

One Model · Infinite Looks

Hover the stream below to inspect each composited look. The same locked base model fans out across the catalog, returning photorealistic, channel-ready combinations back-to-back.

Composed look 1
LOOK_01 · F DAYWEAR
✓ COMPOSITE OK
✓ PDP-READY
Composed look 2
LOOK_02 · M DAYWEAR
✓ COMPOSITE OK
✓ PDP-READY
Composed look 3
LOOK_03 · F SPORTY
✓ COMPOSITE OK
✓ PDP-READY
Composed look 4
LOOK_04 · M SPORTY
✓ COMPOSITE OK
✓ PDP-READY
Composed look 5
LOOK_05 · F EVENING
✓ COMPOSITE OK
✓ PDP-READY
Composed look 6
LOOK_06 · M EVENING
✓ COMPOSITE OK
✓ PDP-READY
Composed look 7
LOOK_07 · F STREET
✓ COMPOSITE OK
✓ PDP-READY
Composed look 8
LOOK_08 · M STREET
✓ COMPOSITE OK
✓ PDP-READY
05 Questions & Answers
Knowledge Base
Frequently Asked Questions

Everything about Mix & Match

What is the ZYNG OS Mix & Match Engine?
It is a generative wardrobe engine that composites a single base model with interchangeable target tops and bottoms to create infinite outfit combinations. Instead of reshooting every garment pairing, you mix and match SKUs programmatically and the engine renders photorealistic, PDP-ready looks while preserving the model's identity.
How does Mix & Match keep the model's appearance consistent across outfits?
A AI composition fingerprints the base model and holds facial features, skin tone, skin tone, and ambient studio lighting constant as garments change. This guarantees the same recognizable model appears across every top-and-bottom combination, so a full catalog of looks stays visually consistent.
How many combinations can it generate and how fast?
Mix & Match computes high-volume look matrices — every valid top-and-bottom pairing across a catalog — programmatically at scale across your catalog. Because it runs on proprietary in-house diffusion models, brands can scale from a handful of looks to thousands without reshoots.
Are Mix & Match outputs ready for PDP deployment?
Yes. Each composited look is rendered at production fidelity with consistent identity, lighting, and drape, so outputs can be published directly to product detail pages, mobile apps, and social campaigns. Brands use the look matrix to give every SKU pairing its own lifestyle image.
How is combination quality validated?
Every composited look is scored with a parent-similarity check against the source garments (around 0.98) and an identity match against the base model (around 98.6%), alongside drape and chromatic checkpoints. Looks that fall outside tolerance are flagged before they reach the storefront.
Can I run Mix & Match in bulk via API, and is it secure?
Yes. We can provide API access for bulk Mix & Match operations depending on your needs.
Ready when you are

Scale your wardrobe matrix across every channel.

One base model, every outfit permutation, production-ready imagery. Let's tailor it to your catalog.

Book a Demo → Talk to the team · contact@zyngai.com
Get in touch

Write to us at

contact@zyngai.com