/CASE STUDY — 2025

Photofish

AI-powered photo management platform that helps professional photographers cull, organize, and deliver thousands of images in a fraction of the time.

60%

Faster Workflow

10K+

Photos Processed

3x

Client Retention

/OVERVIEW

Professional photographers were losing hours to photo culling. Photofish gave them their time back.

After every shoot, photographers face the same bottleneck — sifting through thousands of raw images to find the keepers. Manual culling eats up hours that could be spent editing, shooting, or running their business.

Photofish was born from this pain point. The goal was to build an AI-first platform that could intelligently analyze, score, and organize photos — letting photographers skip the grunt work and jump straight to delivering stunning galleries.

/WHAT WE BUILT

A complete photo management SaaS — from AI culling to client delivery.

We designed and engineered Photofish as a full product — AI models, web platform, cloud infrastructure, and billing. Every piece was built to handle the scale of professional photography workflows.

AI Photo Culling

Machine learning models score every image for sharpness, composition, and emotion — surfacing the best shots instantly.

Smart Tagging & Organization

Auto-categorization by scene, subject, and event. Search thousands of photos by description, not filename.

Client Galleries

Beautiful, branded delivery galleries where clients can favorite, comment, and download — no third-party tools needed.

Batch Processing Pipeline

Cloud-native architecture that processes 10K+ photos concurrently without breaking a sweat.

/TECH STACK
Next.jsTypeScriptPythonTensorFlowPostgreSQLAWS S3VercelStripe
/THE OUTCOME

Photographers are delivering galleries 60% faster — and clients keep coming back.

Since launch, Photofish has processed over 10,000 photos through its AI pipeline. Photographers using the platform report cutting their post-shoot workflow by more than half — what used to take an entire evening now takes under an hour.

Client satisfaction scores jumped significantly, with the branded gallery experience driving a 3x improvement in repeat bookings for photographers on the platform.

60%

Faster Workflow

10K+

Photos Processed

3x

Client Retention

/NEXT PROJECT

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