CNF Rear Geometry
Vicente Master Mold v5.0
First real-time adaptive rear-geometry model. Continuously updated by new Levi's patterns, cohort scans, tension maps, and denim materials.
Real-Time Geometry Engine
- Live Parametric Mesh — updates via projection, curvature, rise, yoke, waistband, ease, stiffness, and stretch sliders.
- Adaptive Learning Layer — transformer updates tension, distance fields, seam displacement, and comfort scores on new cohort data.
- Multi-Pose Real-Time Simulation — 12 poses with live switching: neutral, walking, seated, hip-hinge, squat, step-up, stair ascent/descent, twist, lunge, forward/backward lean.
What v5.0 Unlocks
- Real-time pattern testing on live geometry.
- Empirical tension simulation across daily motions.
- Continuous comfort and structure validation.
- Manufacturing feedback loops via CNF → Levi's → CNF.