1. The Problem: The Fittings Barrier
Global artisan supply chains are currently blocked by a "fittings barrier." Tailors in LMICs are limited to their physical geographic footprint because custom production requires high-fidelity biometric data that is traditionally impossible to capture remotely. Self-reported measurements are the primary cause of industrial-scale waste and failed customer fit.
2. The Intervention: Smartphone Edge-AI
KORRA democratizes clinical-grade biometrics by offloading 3D landmark extraction to the user's smartphone. By removing the need for $20,000 laser scanners, we create a resource-light infrastructure that empowers rural and urban artisans alike to compete on a global stage.
3. The Output: Digital Inclusion
Through the "Measure Once, Share Anywhere" model, we provide the 62% of consumers who struggle with fit a permanent, portable digital twin. This size passport bridges the gap between local craftsmanship and international retail, unlocking borderless economic opportunity for tailors and sustainable fitting for customers.
4. Long-Term Impact
Our theory is simple: If we automate fit, we eliminate waste. By scaling this digital artisan infrastructure, we aim to reduce global textile landfill contributions by 30% over the next decade while doubling the daily earning potential of individual craftsmen in emerging economies.