Real-world use cases from businesses leveraging Luxonis for smarter vision systems.
Case Study
MUSE Inc. built Armo, a collaborative retail mobile robot that reduces staff strain, automates inventory checks, and improves customer navigation. With Luxonis Edge AI as its "visual cortex," Armo runs perception, obstacle detection, and door recognition on-device, keeping the main PC responsive even under challenging store lighting.
These are the field-proven scenarios where OAK consistently fits best.
Track foot traffic, dwell time, and shopper movement patterns to improve store layouts, staffing, and merchandising decisions.
Recommended device
OAK 4 S
OAK-1 PoE
OAK-1 USB
OAK-D PoE
Find out what advantages our products offer specifically for your industry.
Run analytics and customer-experience workflows on-device so raw video does not have to move into the cloud.
Use Hub-ready examples and packaged applications to validate flow analytics, demographics, and checkout concepts quickly.
Choose from our existing compact cameras that fit naturally into public spaces OR contact us for custom, white labeled enclosures with your branding.
Run AI detection directly on device, eliminating cloud inference costs by only sending high-level meta data and business insights.
Deploy and monitor fleets across many locations without sending staff on-site for every update or health check.
Run analytics and customer-experience workflows on-device so raw video does not have to move into the cloud.
Start with apps, reference implementations, and ready-to-evaluate models that help you prove an OAK-powered workflow before building everything from zero.
References for accessory-led deployments that simplify retail rollouts and edge connectivity.
Fast validation tools for demographics, checkout, and shopper-flow concepts.
Ready-to-evaluate retail analytics building blocks for demographics, privacy, re-identification, attention, and people counting.
Ready-to-evaluate retail models for segmentation, barcode/QR reading, shopper attention, emotion, demographics, and crowd analytics.
A practical barcode-reading option for product scanning, assisted checkout, and inventory workflows.
A gaze-estimation model for shopper attention analytics, display testing, and interactive activations.
Useful for richer customer-experience analytics and measuring reactions to displays or activations.
A practical model for demographic analytics in stores, kiosks, and commercial spaces.
A crowd-counting model for entrances, queues, dense aisles, and occupancy-aware retail planning.
