Production Challenge
Baseline Visual Bottleneck
Trade-marketing teams needed rapid brand-customized retail stand concepts for regional supermarket and mall pitches.
3D Spatial & Retail · FMCG & Cosmetics Retail Activations
Automated retail display exploration system pairing n8n workflows with dimension-constrained 3D gondola structures.
Verified Outcome Metric
Reduced retail pitch visualization turnaround from 14 days to same-day concepts.
Production Challenge
Trade-marketing teams needed rapid brand-customized retail stand concepts for regional supermarket and mall pitches.
Deterministic Pipeline Architecture
n8n workflow feeding structural depth templates and brand color/SKU assets into a spatial ComfyUI rendering worker.
Interactive Plate Inspector
Archive Gallery (5 High-Res Plates)





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