LIVE · OPS
AGENTS — RUNNING
WORKFLOWS — ACTIVE
PROJECTS — SHIPPED
AVG REPLY —
All projects
◎ CASE / 060AI CREATIVEKR2025◎ SHIPPED
D2C Fashion Brand

D2C Fashion AI Lookbook

D2C Fashion AI Lookbook

Lookbooks and ad creatives across diverse models, body types, and ethnicities for every drop. 50 variations ready for A/B testing.

ROLE
AI Content Pipeline Development
PERIOD
2025
MARKET
KR
HEADLINE
4× · Online revenue
(01) Challenge · The problem
Starting point

A D2C fashion brand needs lookbooks and ad creatives for every drop, but studio shoots cannot cover a diverse range of models, body types, and ethnicities at volume. Lifting ad performance also demanded enough creative variations to A/B test properly.

(02) Solution · How we solved it
Approach

Midjourney v7 and Nano Banana 2 generate on-model shots across diverse models, with Krea AI iterating style variations at speed. Runway Gen-4 extends the set into motion ad cuts, delivering 50 test-ready variations for every drop.

(03) System · How it runs

Running on the engine.

INTAKE
DROP BRIEF · PRODUCTS
CREW
LESS
ORCHESTRATOR
LOOK AGENT
MODEL VARIANTS
AD AGENT
MOTION CUTS
TEST AGENT
AB BATCH
>pipeline · fashion-ai-lookbook · production● IN PRODUCTION
Runtime log · Sample run
(04) Outcomes · Results

Proven by numbers.

Online revenue
Online revenue growth driven by diverse, high-volume creative
5042
A/B variations
50 test-ready creative variations delivered per drop
AutoAuto
Per-drop generation
A full lookbook and ad set generated by the pipeline for every new collection
(05) Stack · Tools used

Trusted tools only.

01 · AI Generation
  • Midjourney v7
  • Nano Banana 2
  • Runway Gen-4
02 · Iteration
  • Krea AI
▸ Related · AI CREATIVEALL PROJECTS →
K-Beauty Brand · 2025
K-Beauty Product Visual Suite
K-Beauty Product Visual Suite
-85%
Specialty Coffee Brand · 2025
Café SNS Ad CM Automation
Café SNS Ad CM Automation
3 days → 3 hrs
Boutique Hotel Group · 2025
Hotel Atmosphere Campaign
Hotel Atmosphere Campaign
50+ shots/wk
← Previous
Hotel Atmosphere Campaign
Next →
Real-Estate Virtual Staging
START / FREE CONSULT · NDA OK

Let's build something like this.

Start a Project →