← All workLAB-006 / Internal AI tool / 2026
Valuefy
A narrow AI workflow for consistent listing imagery.
An internal tool that groups source photos by item and generates a repeatable set of product-listing views.
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OUTPUT / 03FRONTSIDEWORN
Sector
Commerce automation
Services
Workflow design / AI automation / Image pipeline / Tooling
Technology
Python / Google Gemini / Batch processing
Stage
Internal workflow prototype.
Use a deliberately small automation to produce the exact views a listing needs—no more and no less.
Group inputs by item, request three defined compositions and skip already generated outputs unless a forced rerun is requested.
A folder-based workflow keeps setup simple and makes each output easy to inspect before it reaches a storefront.
A Python pipeline orchestrates file grouping, Google Gemini generation and deterministic output naming.
What we explored
- AI-assisted product photography
- Repeatable composition
- Human review boundaries
What we built
- Item grouping
- Three-view generation
- Safe rerun controls
Current stage
Internal workflow prototype.
Next experiment
Improve quality checks and validate the workflow across more product categories.