Jack N Jill: Building a Scalable AI Catalogue System for a Wholesale Boyswear Brand

Client Overview

Jack N Jill is a wholesale kidswear brand and manufacturer of boys’ shirts and T-shirts. The brand creates multiple shirt and T-shirt designs for retailers, dealers, and distributors, and relies heavily on catalogue-based selling.

For every new collection, Jack N Jill needed clean, consistent, catalogue-ready outfit images that could be shared with wholesale buyers. The visuals had to look professional, carry the brand logo and design number, and present every product clearly for catalogue use.

The Challenge

Jack N Jill wanted to create professional outfit shoots for its boyswear collection, but traditional photoshoots were becoming expensive, time-consuming, and difficult to scale.

The brand needed to create around 350 outfit images every month, which made physical shoots hard to manage on a recurring basis. Each new design required model coordination, styling, photography, editing, and catalogue layout work.

Hiring kids as models repeatedly also added cost and coordination challenges. Maintaining the same child model across different product shoots was difficult, and every monthly catalogue cycle required fresh visuals.

The brand also needed catalogue-ready images with its logo and design number on each image. Adding these details manually for every design was repetitive and slowed down the overall catalogue creation process.

What Was Not Working Before

Before using the app, Jack N Jill had to depend on physical shoots for catalogue images. This meant arranging child models, styling, locations, photographers, and editing for every new batch of designs.

Creating 350+ outfit images every month through this process was not easy to scale. The team was spending too much time getting images completed, and the cost of hiring kids as models for repeated shoots kept adding up.

There were also limitations in styling. Every shirt design needed different presentation options, such as folded sleeves, tucked-in looks, and tucked-out looks, but producing these variations physically required extra effort.

Catalogue layout work was also manual. Adding the logo, design number, and product information on every image took time and made the process repetitive for the team.

Their Objective

Jack N Jill needed a faster and more scalable way to create catalogue-ready boyswear visuals every month.

Their main objectives were:

• A complete outfit shoot system for boys’ shirts and T-shirts
• A single consistent model for all catalogue images
• Around 350 catalogue-ready outfit images per month
• Styled looks using cargo pants, baggy pants, and denim jeans
• Shirt styling options such as sleeves folded, tucked in, and tucked out
• Catalogue-ready images with logo and design number
• A way to reduce the cost and dependency involved in hiring kids as models
• A faster workflow to save time in getting bulk catalogue images done
• A repeatable content system for new designs every month

Our Approach

We built a custom AI model face for Jack N Jill so the brand could maintain one consistent child model across all catalogue visuals.

This custom model identity could be reused across the brand’s shirts and T-shirts, helping create a uniform look across the entire wholesale catalogue.

We styled the products with cargo pants, baggy pants, and denim jeans to give the brand multiple outfit options. Shirt styling variations were also created, including folded sleeves, tucked-in looks, and tucked-out looks.

To make the process more practical for catalogue production, we created catalogue-ready visuals with space for the brand logo and design number. We also built an in-app Canva-style editor where the team could add logo, design number, and layout details in just a few clicks.

This made the entire process repeatable, allowing Jack N Jill to generate and download new product visuals every month without arranging a new physical shoot each time.

The Core Solution Delivered

For Jack N Jill, we delivered a complete AI-powered catalogue image production system.

This included:

• Custom AI model face for the brand
• A consistent child model across all catalogue images
• AI-generated outfit shoots for boys’ shirts and T-shirts
• Styling variations with cargo pants, baggy pants, and denim jeans
• Sleeves folded styling
• Tucked-in shirt styling
• Tucked-out shirt styling
• Catalogue image templates
• Logo and design number placement system
• In-app Canva-style editor for quick catalogue creation
• Download-ready wholesale catalogue images

Key Problems Solved

The biggest problem we solved was helping Jack N Jill move from repeated physical shoots to a scalable monthly catalogue production system.

The brand no longer had to depend on hiring child models for every new collection. It could maintain one consistent model across all product visuals while reducing the cost, time, and coordination effort involved in physical shoots.

We also helped the brand create styled images for every shirt design in multiple ways. This gave their catalogue more variety without increasing shoot complexity.

The platform also reduced manual design and editing work. The team could add logo, design number, and layout details quickly inside the app, making the process faster and easier to repeat every month.

Deliverables

Jack N Jill received:

• Custom model face
• AI outfit shoot images
• Boys’ shirts and T-shirt catalogue visuals
• Multiple styling options
• Cargo pants styling
• Baggy pants styling
• Denim jeans styling
• Sleeves folded shirt looks
• Tucked-in and tucked-out shirt looks
• Catalogue-ready image templates
• Logo and design number placement system
• In-app Canva-style editor
• Download-ready wholesale catalogue images

Business Value Created

The solution helped Jack N Jill create wholesale catalogue images at scale.

The brand now produces around 350 outfit images per month through the app, without arranging repeated physical shoots. This saved significant time in getting monthly catalogue visuals completed.

It also helped reduce the cost and complexity of hiring kids as models for every shoot. Instead of coordinating models, styling, photography, and editing each time, the team now has a reusable system that supports every new design.

The app also improved consistency across the wholesale catalogue. Every product visual could use the same model identity, similar styling quality, and branded catalogue format.

Most importantly, Jack N Jill now has a repeatable content workflow that supports faster product presentation for retailers, dealers, and distributors.

Results

Jack N Jill is actively using the app for its monthly catalogue production.

The brand now creates around 350 outfit images per month using the platform. These images are catalogue-ready, branded, and easy to download.

The team can maintain the same model across all product visuals, add logo and design number easily, and create different shirt styling options without arranging new shoots.

The brand has saved time in getting catalogue visuals completed and reduced the cost and effort of hiring kids as models for repeated physical shoots.

Before vs After

Before

Physical shoots were time-consuming and expensive. The brand had to hire child models, arrange styling, coordinate photographers, manage editing, and manually prepare catalogue layouts.

Maintaining the same model across different shoots was difficult. Every new design required extra planning, and producing 350+ images per month was hard to scale.

Adding logo, design number, and product information took extra manual effort, while styling variations were limited by the physical shoot setup.

After

Jack N Jill now uses one consistent custom AI model across all catalogue visuals.

The brand can generate AI-powered boyswear outfit shoots at scale, create multiple styling options for every shirt, and add logo and design number easily through the in-app editor.

The team now creates around 350 catalogue-ready outfit images per month, while saving time on production and reducing the cost and coordination effort of hiring kids as models.

Conclusion

We helped Jack N Jill, a wholesale boyswear brand, build a repeatable catalogue production system with a consistent AI model, styled outfit images, and ready-to-download branded catalogue visuals.

The result was not just AI-generated images. It was a faster, more scalable, and more cost-effective way to produce monthly wholesale catalogue content.