FIT:MATCH.ai
4.8
Paid Retailers praise the reduction in returns and increased 'time-in-store' engagement, though some small boutiques find the initial hardware cost steep.
The LiDAR-powered 3D Body Mapping Ecosystem for High-Conversion Retail.
Paid pricingAPI availableUpdated 2026-03-17
Best fits
Sub-millimeter 3D Body ReconstructionPredictive SKU Size Matching
0 views
0 saves
About FIT:MATCH.ai
FIT:MATCH.ai represents the 2026 gold standard in fashion retail hardware, utilizing high-precision LiDAR (Light Detection and Ranging) sensors integrated into proprietary retail kiosks and iOS-based mobile stations. The technical architecture pivots away from subjective human measurements, instead generating a sub-millimeter accurate 3D point cloud of the consumer. This data is processed via their proprietary 'TwinID' machine learning models, which compare a user's unique shape against a brand's actual garment CAD files and historical SKU returns. In the 2026 market, FIT:MATCH has evolved from a simple scanning tool to a comprehensive data engine that informs supply chain logistics and personalized marketing. By eliminating the 'size' abstraction and replacing it with 'shape-matching,' the hardware significantly reduces return rates (RMA) by up to 40% for high-utility categories like denim, intimates, and performance activewear. The system is designed for rapid deployment in brick-and-mortar environments, offering a low-friction onboarding process that completes a full 360-degree body analysis in under 10 seconds without requiring the user to undress, maintaining high privacy standards through edge-computing processing.
Core Capabilities
FIT:MATCH.