AI Automation ยท Case Study
Digital Commerce End-to-End Automation Client: Confidential

One Touch.
Five Processes.
A Product Live in Minutes.

How we turned a 45-minute manual product launch into a 4-minute hands-off workflow. Five parallel processes from a single trigger. From 2 products a day to 15+, across 5 platforms, with zero extra effort.

Platforms integrated in this build

Etsy
Etsy Marketplace publishing
+
Canva
Canva Mockup generation
+
n8n
n8n Workflow orchestration
+
Gumroad
Gumroad Digital delivery
+
The Situation

Great Products.
A Process That Made Scaling Impossible.

A digital product creator was sitting on a backlog of original artwork, with a bottleneck that made scaling feel impossible.

Every new product meant manually building mockups, writing listing copy, formatting files for different print sizes, uploading assets, filling out a 20-field Etsy form, and then starting over on social media. Each product took the better part of an hour. The business was not limited by ideas. It was limited by process.

We were brought in to change that.

Before: The Manual Reality

Time per product~45 minutes
Social posts per week0โ€“2, done manually
Products per day2โ€“3 maximum
Platforms reached1 (Etsy only)
OperatorOwner grinding through production

After: One Trigger, Everything Runs

Time per product~4 minutes
Social posts per week14 (fully automated)
Products per day15+ with zero extra effort
Platforms reached5 (Etsy + 4 social)
OperatorOwner approves, automation executes
The Architecture

One Trigger.
Five Processes. Simultaneously.

We designed a unified automation pipeline where a single action kicks off five parallel processes at once. The creator initiates the workflow and walks away. By the time they're back, the product is ready to publish.

Single Trigger Creator initiates. Everything else runs simultaneously.
Process 01
๐Ÿ“ฆ
Smart Deliverable Generation
Process 02
๐ŸŽจ
Production-Grade Mockups
Process 03
โœ๏ธ
SEO Listing Copy
Process 04
๐Ÿ›’
One-Click Etsy Publishing
Process 05
๐Ÿ“ฒ
AI-Written Social Copy + Distribution
One trigger  →  5 processes run in parallel  →  product live, social scheduled, nothing left to do
The Solution

Five Processes.
One Workflow. Zero Manual Work.

01
๐Ÿ“ฆ
Process 01
Smart Deliverable Generation

5 Print-Ready Files. Right Format. Every Time.

Based on the product's unique requirements, the pipeline auto-generates 5 print-ready deliverables, each sized and formatted for a different print ratio. No manual cropping. No format juggling. The right files, delivered automatically.

#Deliverables#NoFormatJuggling
Explore โ†’
02
๐ŸŽจ
Process 02
Production-Grade Mockups

Professional Listing Images. Before You Blink.

Canva-quality listing images are generated automatically the moment the workflow fires. Professional mockups, ready for Etsy, without ever opening a design tool. The creator sees them ready to go.

#Canva API#NoDesignWork
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03
โœ๏ธ
Process 03
SEO Listing Copy

Title. 13 Tags. Full Description. All Written Simultaneously.

Title, 13 keyword tags, and a full product description are generated simultaneously. Built on a proven Etsy SEO framework mapped to high-volume search terms. Consistent quality, zero copywriting time, every single time.

#Claude AI#SEO Formula
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04
๐Ÿ›’
Process 04
One-Click Etsy Publishing

Every Field Filled. One Click to Publish.

A custom automation layer injects directly into the Etsy seller dashboard. Every field (title, tags, description, all 20 product attributes) is pre-filled in a single click. The creator reviews and hits publish. That is the entire process.

#Custom Layer#20 Fields ยท 1 Click
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05
๐Ÿ“ฒ
Process 05
AI-Written Social Distribution

Platform-Native Copy. Written by Claude. Pushed to 4 Channels. No Human Input.

This is not a post scheduler. Each platform gets its own Claude-written copy, engineered to its specific algorithm. Instagram gets hook-led captions with strategic hashtag sets. Pinterest gets SEO-optimised descriptions built for search reach. Facebook gets community-framed posts designed for shares. TikTok gets short, pattern-interrupt hooks. Every post follows a platform-specific SOP built to maximise organic reach, not just fill a schedule. The listing images are auto-reformatted to each platform's ideal aspect ratio. Posts go out twice daily on a staggered cadence, interleaving product reveals with value content so the feed never feels like a broadcast. The creator does nothing after the trigger fires.

#Claude-Written#Platform SOPs#14 Posts/Week#Zero Manual Work
Explore โ†’
The Results

The Numbers Don't Need
a Headline to Sell Themselves.

0%
reduction in time per product. From 45 minutes to 4 minutes.
social output increase with zero extra effort from the creator
Metric Before After
Time from artwork to live listing ~45 minutes ~4 minutes
Social posts published per week 0โ€“2 (manual) 14 (automated)
Products publishable in a day 2โ€“3 15+
Platforms reached per product 1 5 (Etsy + 4 social)
Team required to operate Owner grinding Owner approves, automation executes
The Shift

One Build Changed
What the Business Was.

โฎ๏ธ
Before

The client was a creator doing production work.

Every hour spent on mockups, formatting, copy, and uploads was an hour not spent making art. The bottleneck was not creativity or ideas. It was process. And process does not have to be done by a human.

#ManualProcess#TimeLost
โœ…
After

They're just a creator.

The automation handles the rest: files, mockups, copy, listings, and social distribution. Simultaneously, on trigger, every single time. The creator approves. Everything else executes.

#AutomationRuns#CreatorFree
Build My System โ†’
This Is What We Build

If Your Business Has Great Products
But a Slow, Manual Pipeline,
That Is an Engineering Problem.

We design automation systems that let creators and operators scale without building a team. One trigger. Every process. Nothing left to do.