Client Results

Real brands.
Measurable results.

Two case studies from opposite ends of the production spectrum, luxury retouching at scale for a global fashion house, and AI-driven on-model photography that replaced a traditional photoshoot workflow entirely.

At a glance
Case Study 01 · AI On-Model Photography

Replacing the Photoshoot.
−75% Cost. +35% CTR.

NewMe Asia needed audience-specific on-model content at the pace of fast fashion, without the cost of a studio. We built the engine that made it possible.

Client
NewMe Asia
Industry
Fashion E-Commerce
Output
Weekly AI-generated catalogue
Photoshoots
Zero: fully AI-driven

The challenge

Traditional photoshoots couldn't keep pace. NewMe Asia's product cadence was outrunning their studio capacity. Booking models, locations, and photographers for every new drop was unsustainable, both in cost and lead time.

Audience-specific imagery at scale. Their customer base spans multiple demographics across Asia. A single model type didn't work: they needed the ability to generate regionally relevant, hyper-consistent imagery for each market segment.

Lean operations, no added headcount. The solution had to slot directly into their existing in-house team without adding overhead. They needed an external engine that operated like an internal department.

From flat lay to on-model: AI transformation

Original product photo, model in maroon shirt against plain warehouse background, unpolished lighting

Input: raw product reference photo

AI-generated on-model fashion photo, same maroon shirt worn by AI model against professional New York skyline background, editorial quality

Output: AI on-model, editorial setting

Mannequin dressed in burgundy off-shoulder top and jumpsuit, raw input for AI on-model generation

Input: mannequin dressed in garment

AI-generated model wearing the burgundy off-shoulder outfit, photographed against elegant European doorway, catalogue-ready output

Output: AI model, catalogue ready

How we did it

01
Proprietary AI Engine
Our Jinkō-Mage engine was calibrated to NewMe Asia's brand identity, generating brand-specific AI models with locked face and body consistency, tailored looks, and hyper-consistent imagery across every SKU.
02
Weekly Calibration Loop
Each week, AI output was reviewed against live performance metrics, CTR, conversion, engagement by market. Generation parameters were refined weekly so the imagery continuously improved against real commercial data.
03
Lean Team Integration
A dedicated internal production team was embedded into NewMe's operational workflow. We acted as their external visual engine: providing speed, quality, and scalability without the overhead of an in-house studio.

Model consistency: face lock in action

Three side-by-side AI-generated model images showing face lock consistency, same AI model in navy top and burgundy skirt, near-identical face and hair across three separate generations

Face lock technology: same AI model generated three times, consistent across all SKUs in a campaign

Results

−75%
Production cost
vs. traditional shoot
+35%
Click-through rate
improvement
0
Photoshoots
booked
Weekly
AI calibration
cadence
Read the full NewMe Asia case study →
What these cases demonstrate

Technology partner.
Production partner.

Both engagements demanded a team that could think operationally, scale responsibly, and optimise continuously, not just execute a brief.

⚡

Scalable production infrastructure

From 50 SKUs to 5,000 in a week: our hybrid model (internal specialists + vetted production network) scales without quality dilution. Every batch, regardless of size, goes through the same 3-layer QC pipeline.

🎯

Performance-driven AI calibration

AI imagery isn't set-and-forget. Weekly calibration against live CTR and conversion data means the visual content improves continuously, not just once at launch.

🔒

Brand consistency at volume

Luxury brand guidelines demand zero variance. Our production workflows enforce colour, texture, and compositional consistency across every image in every batch, from the first SKU to the five-thousandth.

🔄

Lean external engine model

We operate as an extension of your team: not a vendor you manage. Dedicated account leads, real-time production visibility, and SLA-backed delivery windows mean you don't chase; we deliver.

Our services

The capabilities
behind these results

Ready to see results
like these?

High-volume retouching, AI on-model photography, or both: we'll build a production model around your specific volume and timeline.