ELAB7ECH

01/AI & Media

← All work

From Product Photo to Complete Catalogue.

Turn product images into model photos, videos and ready-to-use catalogue assets through one automated workflow.

Creating content for every product takes too much work. A single product can need multiple photos, model images, different angles, product videos, callouts and final processing. We built a system that handles all of those steps as one automated workflow, for a large e-commerce marketplace.

Client / Context

Large e-commerce marketplace

What We Did

Automation & backend engineering

Type

Content production pipeline

Outcome

One workflow replacing many manual production steps

Product media pipeline review screen

01/The Problem

Creating content for every product takes too much work.

A single product can need multiple image variations, model photos, different poses, product videos, callouts and post-production. Doing all of that manually doesn't scale past a handful of products.

We built a system that handles those steps as one workflow.

Give the system the product. Let it handle the rest.

02/What Goes In

Three inputs. One automated workflow.

The system starts from what a seller already has: product photos, a model reference and the content requirements. Everything downstream is handled automatically.

Product Images

Front · back · details

Model Reference

The person wearing it

Content Requirements

Formats · views · length

Automated Media Workflow

03/How It Works

From source photos to finished assets.

Each product moves through the workflow step by step. Hover any step to see what happens inside it.

04/The Important Part

Automated where it can be. Reviewed where it matters.

The workflow handles repetitive production work automatically while keeping a quality review step before final assets are published. This keeps things fast without removing human judgment from the parts that matter.

05/The Experience

One screen to review everything for a product.

Operators see the source photos, generated images, videos and the final output in one place — and can approve or regenerate without switching tools.

Review screen showing source images, generated views, videos and the final output
The review step: source photos, generated content and the finished output in one place.

06/The Result

A repeatable content production workflow.

Instead of manually coordinating multiple tools and people for every product, the team provides the inputs, reviews the output and publishes.

Before / Manual

Image

Tool

Download

Edit

Another tool

Video

Music

Export

After / One Workflow

Input

Automated workflow

Review

Final assets

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