Integration Cookbooks
Integration Patterns by Vertical
Vertical-specific integration guides covering recommended API configuration, sample requests, size lookup patterns, and response handling tips. Copy-paste-ready code for Python, JavaScript, and cURL.
Fashion & Apparel
Fashion & Apparel E-commerce
Size recommendation engine — map predicted body dimensions against your size chart client-side, with boundary handling via range_95.
Sports & Outdoor
Sport Equipment & Outdoor Gear Rental
Automated pre-sizing — predict foot length, head circumference, and inseam from booking data before the customer arrives.
Eyewear & XR
Online Eyewear & VR/AR Headsets
Head and face fit engine — frame width routing, Asian-fit detection, VR strap sizing, and light-seal selection from 24 craniofacial dimensions.
Gaming & VFX
Gaming, VFX & Metaverse
Avatar generation and engine integration — Unity bone mapping, Unreal MetaHuman blend shapes, NPC crowd generation, and finger rig patterns.
Wearables
Wearables — Band, Ring & Ankle Fit
Predict wrist, hand, and finger dimensions for smartwatch bands, smart rings, and ankle trackers — with PIP joint width for precise ring sizing.
Childrenswear
Childrenswear & Children's Products
Age bracket envelope pattern, longevity projection, cross-regional sourcing comparison, and product category dimension mapping using CDC LMS data.
Workwear & PPE
Workwear at Scale
Workforce sizing from HR data — batch processing pattern, inventory planning aggregation, and garment category dimension mapping.
Multi-Region
Multi-Region Platform
Serving a global customer base — sourcing delta pattern, locale-to-region mapping, multi-tenant SaaS platform integration, and the Double Penalty Paradox explained.
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