Web / SaaS

AI Image Generation Platform

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Overview

A marketing agency was spending significant budget on stock photography and graphic design for client campaigns. Custom graphics required days of back-and-forth with designers. We built a custom image generation platform where the agency can generate on-brand visuals in seconds — product mockups, social media graphics, ad creatives, and hero images — all fine-tuned to each client's brand aesthetic.

The Challenge

Generic AI image generators produce generic-looking images. The agency needed brand-specific outputs that matched each client's color palette, style, and visual identity. Batch generation for campaigns required consistency across dozens of images. The platform also needed to handle common marketing use cases — product placement, lifestyle imagery, and text-overlay graphics.

Our Approach

We fine-tuned image generation models on each client's brand assets — existing photography, style guides, and approved creative. The platform includes a prompt library with pre-built templates for common marketing needs. A consistency engine ensures batch-generated images maintain the same style and lighting. Generated images are automatically sized for each platform (Instagram, Facebook, LinkedIn, etc.).

Key Features

  • Brand-specific fine-tuned models
  • Pre-built prompt templates for marketing use cases
  • Batch generation with style consistency
  • Auto-sizing for all social platforms
  • Prompt library and favorite management
  • Client brand model management
  • Direct integration with design tools

Results

90%
Asset production time reduction
$0
Stock photo budget (was $5K+/month)
< 10 sec
Time to generate an image
85%
First-generation acceptance rate

Try It Yourself

See This Solution In Action

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Client Feedback

We generate 50 ad creative variations in the time it used to take us to brief a designer on one.

Category

Web / SaaS

Tech Stack

Stable Diffusion XL LoRA Fine-tuning Python React AWS Custom Training Pipeline Cloudflare CDN

Quick Stats

90% Asset production time reduction
$0 Stock photo budget (was $5K+/month)
< 10 sec Time to generate an image
85% First-generation acceptance rate

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