Compact pilot cabinet
One cabinet, one location and a limited office supply assortment.
Avyre combines a premium wood-black cabinet with D.A.V.E., our Digitally Assisted Vending Evolution layer. The result is a simple employee experience and a clear operational portal for facility, stock and support teams.

The MVP cabinet should feel warm, reliable and premium: glass-front, wood accents, integrated lighting and discreet sensors. The software supports the object instead of turning it into a cold administration tool.
One cabinet, one location and a limited office supply assortment.
Camera observations first, with room for door, scale and access signals.
Uncertain detections stay visible until a manager confirms the outcome.
D.A.V.E. separates raw AI and sensor observations from final business decisions. Camera detections, quality scores and cabinet sessions are treated as evidence. Inventory only changes when the decision is clear enough or manually approved.
A selected user starts a cabinet session.
The cabinet unlocks for a short controlled interaction.
Employees use supplies without manual logging.
Camera and cabinet signals create raw observations.
D.A.V.E. creates a stock event or routes uncertainty to review.
Inventory, alerts and audit history update in the portal.
Facility teams can follow stock, cabinet status, AI spotter events, alerts and review items from one customer-specific dashboard.
DashboardCabinetsInventoryReview1 pilot cabinet - live status - AI spotter ingest
| Event | Decision | Status |
|---|---|---|
| A4 paper removed | High confidence | Applied |
| Marker pile changed | Low quality capture | Review |
The first release proves the operational loop: one cabinet, one location, customer login, AI Difference Spotter ingest, stock visibility and a review queue.
Website, portal shell, role-based login and Dokploy-safe deployment.
Pi push integration, normalized events, review and stock mutations.
Postgres/Prisma persistence, richer reporting and multi-cabinet rollout.
For pilot access or product discussions, contact the Avyre team.