Physical ValidationFor Delivery Scaling.
Replace staffed lanes with real-time physical validation.
No cameras. No AI inference. No queues.
The Bottleneck
Staffed Lanes Cap Revenue
Traditional checkout relies on sequential barcode scanning. This physical bottleneck directly restricts retail revenue velocity during peak hours.
∞
Linear Labor Costs
Scaling throughput requires scaling human labor. Automation stops linearly proportional cost scaling.
2.0%
Self-Checkout Shrinkage
Honor-system self-checkout inherently leaks up to 2% in shrinkage and scan avoidance.
60%
Peak Abandonment
Customers abandon purchases uniquely due to dense queuing at standard checkout chokepoints.
The Solution
A Physical Validation Layer
We eliminate the POS lane completely. Liberoo Smart is physical infrastructure that mathematically verifies the contents of a cart using sensor fusion. No human intervention needed.
Architecture
Minimal Hardware Topology
A brutally practical two-point validation system. No complex integrations. No ceiling grids.
Item Tagging
Bulk goods and cartons are tagged with UHF RFID at the source or warehouse tier.
Mobile Sensor Cart
Our custom 10mm-profile weight platform fuses mass data with immediate RF scanning to validate item additions.
Exit Release
The cart authenticates with the exit gate. The physical barrier opens immediately upon payment confirmation.
Market Focus
Built Exclusively For Bulk Retail
Tagging individual $1 candy bars destroys margin. It is fundamentally impractical. This is why we deploy exclusively in high-value, bulk, and warehouse retail environments.
Carton-Level Tagging
Tag costs (~0.05 CHF) are absorbed flawlessly into the margins of pallets and cartons, preserving unit economics.
Paradigm Shift
Why Not Vision Systems?
Computer Vision (Amazon Go)
- ✕ Intense privacy and legal risks
- ✕ Hundreds of ceiling cameras needed
- ✕ Astronomical GPU computing costs
- ✕ Fails when stores are remodeled
Physical Validation (Liberoo)
- ✓ Zero cameras. Full privacy compliance.
- ✓ Minimal hardware footprint.
- ✓ Edge-level logic, zero heavy server GPUs.
- ✓ Move store shelves anytime.
Commercial Reality
Capital Efficiency
Massive structural margin expansion through reduced operational expenditure.
~500 CHF
Per Smart Cart
Validates transactions securely without lane overhead.
~10k CHF
Per Exit Gate
Industrial-grade validation barrier replacing POS staff.
12–24 Months
Hardware ROI
Direct payback modeling against cashier salaries and shrinkage reduction.
Prototype Evidence
Real Hardware Validation
A completely continuous, unedited demonstration of our edge logic executing securely in real-time. No inference. Just physics.