Case Study 01 · AI On-Model Photography

Replacing the Photoshoot.
75% Below Market. +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 catalogue
Photoshoots booked
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 simultaneously.

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

From flat lay to on-model: AI transformation

Original product photo, raw input for AI on-model generation

Input: raw product reference photo

AI-generated on-model fashion photo, editorial quality output

Output: AI on-model, editorial setting

Mannequin dressed in garment, raw input for AI on-model generation

Input: mannequin dressed in garment

AI-generated model wearing the outfit, 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 styling, and hyper-consistent imagery across every SKU and every market segment.
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, not assumptions.
03
Lean Team Integration
A dedicated production team was embedded into NewMe's operational workflow. We operated as their external visual engine: providing speed, quality, and scalability without the overhead of an in-house studio or model roster.

Model consistency: face lock in action

Three AI-generated model images showing face lock consistency across separate generations

Face lock technology: same AI model generated across multiple SKUs, consistent throughout a campaign

Results

−75%
Cost per image vs.
prevailing catalogue rates
+35%
Click-through rate
& conversion
0
Photoshoots
booked
Weekly
AI calibration
cadence

The key insight: The +35% CTR improvement didn't come from switching to AI imagery alone, it came from the weekly calibration loop. By continuously refining the AI model parameters against live conversion data, the imagery improved week-on-week. After three months, the gap between AI-generated and traditionally-shot content had reversed: the AI imagery was outperforming the studio shots on every commercial metric.

Ready to replace your
photoshoot workflow?

Send us your flat lays. We generate a free sample batch: on-model, 24hr delivery, so you can see the output before committing to anything.