Pilot Launches
Collaborated with sustainable fashion brands to launch pilot implementations.
Fashion Sustainability Label – Case Study on Environmental, Social & Economic Transparency
Making the hidden costs of fashion transparent
Overview
Aiming to reform fashion through honesty, Fashion Sustainability Label Label introduces true transparency into the industry. By showing not just the retail price, but also the environmental, social, and ethical costs of a garment, Fashion Sustainability Label Label helps consumers make informed, responsible choices.
The Challenge
- Environmental costs (CO₂, water, waste)
- Human costs (wages, labor conditions)
- Long-term ecological damage
Most shoppers never see these hidden costs, and brands struggle to communicate them in a clear, data-backed way.
The Solution
- Environmental Impact: CO₂ emissions, water use, chemicals
- Social Impact: wage vs. living wage, safety standards
- Economic Impact: what the real cost would be if externalities were included
Labels appear on in-store tags and online product pages, backed by rigorous supply chain data.
Technology Stack
Backend:
- Python (Django) for core app & API
- PostgreSQL for structured data storage
- Celery + Redis for background processing
Data Processing:
- Pandas, NumPy for lifecycle assessment (LCA)
- Integration with LCA data providers & certifications
Frontend:
- React JS for brand dashboard and label embeds
- Tailwind CSS for responsive UI
Integrations & Infra:
- Shopify & WooCommerce plugins for e-commerce
- Node.js QR microservice for storytelling
- Docker on AWS, S3, CloudFront
Analytics: Metabase, Google Analytics, Hotjar
Implementation Highlights
Automated ERP Imports
Streamlined data integration by automating ERP imports from suppliers.
Compliance Dashboards
Provided live brand dashboards for transparent compliance reporting and monitoring.
The Results
- +20% uplift on labeled sustainable products
- 70% shoppers said the label changed their decision
- Featured by Vogue, The Guardian, Ellen MacArthur Foundation
Why It Matters
Fashion Sustainability Label doesn’t just inform — it transforms buying behavior and makes sustainability a business driver, not just a CSR checkbox.
Looking Ahead
- Expand to electronics & packaged food
- Use blockchain for deeper supply chain verification
- Add checkout-based carbon offsets and donations
Key Takeaway
When customers see the Fashion Sustainability Label, they choose better. Fashion Sustainability Label Label proves that data-driven transparency can drive meaningful change in global supply chains.
Technologies
Python
Django
React
Tailwind CSS
PostgreSQL
Docker
AWS
Shopify
WooCommerce