Use cases

Where the count breaks, and how a pilot looks.

These are modeled scenarios for sales conversations, not named customer testimonials. We will replace them with measured pilots as pairs go live.

Scenario · Retailer and vendor

PQV down sharply in two quarters

A general-merchandise pair instruments outbound and inbound docks. Modeled outcome: quantity mismatches cut by about 95% within six months, and about $420k a year avoided in claims, labor, and delayed payment.

Scenario · CPG manufacturer

ASN that the retailer will accept

Carton-level reads at the plant dock become the advance ship notice. The retailer stops sampling-counting high-velocity SKUs. Payment cycles shorten because the receipt matches the invoice on day one.

Scenario · Apparel and toys

Seasonal peaks without a temp army

Peak inbound used to mean overtime and barcode tunnels. A portal read of mixed cartons keeps the appointment schedule. The same tags later support store-level inventory if the retailer wants phase two.

Scenario · 3PL

Proof of handover

The carrier or logistics provider stops being the party blamed for a short. A read at pickup and a read at delivery is a neutral event both shipper and consignee can see.

Who it is for

Large retailers, manufacturers and vendors in CPG, apparel, and toys, and logistics providers. The IoT supply-chain tooling market is commonly framed around $15 billion in 2026 and above $40 billion by 2033. RFID itself is a mid-teens-billion market growing high single to low double digits. IoTally sells the verification outcome inside that spend, not another generic sensor platform.

Scope a pair