All case studies
E-commerce · Retail & E-commerce

AI Virtual Photography Studio for D2C Brands

A generative AI product-photography platform that turns flat-lay photos into commercial-ready model shoots in seconds.

<10s
generation time
6
AI studios
0
cost per shoot after
The Challenge

What we were solving

D2C apparel and jewellery brands were spending thousands per shoot and waiting weeks for turnaround. Every new SKU meant another shoot day, and photography quickly became the bottleneck for launch velocity.

The AI Stack

What powers it

  • Fine-tuned diffusion models
  • Custom AI studio pipelines
  • Credit-based SaaS billing
  • GPU-optimised inference
  • Fidelity-preserving conditioning
Our Approach

How T7 Solution shipped it

1

Built six specialised AI studios: apparel, product, jewellery, cosmetics, design mockups, and creative scenes.

2

Trained fine-tuned image models to preserve product fidelity while generating photorealistic contexts.

3

Shipped a credit-based SaaS with signup-to-first-image in under 60 seconds.

4

Optimised inference to keep generation time under 10 seconds per image at commercial resolution.

The Outcome

Results delivered

<10s
per image

Sub-10-second generation at commercial resolution.

6
AI studios

Specialised pipelines covering every commercial shot type.

Weeks → seconds
shoot turnaround

Full catalogue shoots that took weeks now take an afternoon.

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  • · AI feasibility & architecture review
  • · Product / MVP roadmap
  • · Integration & automation strategy