Asset Pipeline Automation Framework (Portfolio Edition)

Version: 1.0.0-public
Last Updated: 2026-02-19

This is a portfolio-safe, public demonstration of a metadata-driven asset pipeline system.

The framework models how a creative production team can:

• Standardize intake and shot planning
• Automate metadata generation
• Eliminate manual entry during asset processing
• Improve downstream searchability and consistency

⚠️ This repository contains sanitized templates and placeholder data only. No proprietary company information is included.

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System Architecture

The framework follows a metadata-first workflow:

Story Planning
→ SKU Mapping
→ Metadata Generation
→ Lightroom Export
→ DAM Upload
→ Ecommerce

Core Principles

• Metadata-first architecture
• Schema governance
• Version control discipline
• Elimination of manual keyword entry
• Production consistency at scale

Why It Matters

Manual asset workflows introduce:

• Naming inconsistencies
• Metadata gaps
• Search inefficiencies
• Rework loops

This system replaces ad-hoc production with structured automation. 📘 See full workflow breakdown → Workflow Overview

📘 Full workflow breakdown → Overview

System Overview

The framework is built around a metadata-first architecture:

1. Stories (content batches) are defined
2. SKUs are mapped to required shots
3. Metadata outputs are auto-generated:
   • Filename prefix
   • Title
   • Description
   • Keywords
4. Outputs feed into Lightroom → DAM → Ecommerce

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Repository Structure

• docs/ — System architecture & workflow documentation
• schema/ — Public schema model
• data/ — Example allowed values (generic)
• scripts/ — Sample metadata generation logic
• templates/ — CSV templates (headers only)

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Purpose

This repository demonstrates:

• Systems thinking
• Workflow automation
• Metadata architecture design
• Creative pipeline optimization
• Governance & version discipline

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Case Study

This repository is part of a broader creative infrastructure initiative focused on:

• Reducing manual metadata entry
• Improving DAM searchability
• Standardizing production naming conventions
• Introducing version-controlled workflow governance

📎 Full case study available in portfolio: View Detailed Case Study →

License

MIT

Architecture (High Level)