Offline-Ready Edge AI SDKs for Retail ISVs
AI Vision SDK for Retail Hardware & POS Systems.
Help your retail software or device solution integrate AI loss prevention, AI weighing, food recognition, and digital human capabilities with fast deployment, low-power hardware support, and custom delivery options.
Edge-based AI recognition technology for scale manufacturers, POS vendors and self-service OEMs and more.
Proven Retail Deployment Experience
> 18Years
Retail Vertical Experience
> 200000+
Retail Stores Served Worldwide
> 93%
AI Recognition Accuracy Rate
> $347M
Amount Of Transactions
Trusted by Retail Manufacturers and POS Providers
AI-powered weighing solution for retail scales that enables faster and more accurate measurements, enhancing efficiency and precision in retail environments.
As an OEM for self-service kiosks and displays, we needed a cloud-free digital human solution. iHuman’s edge-based tech with offline LLMs delivers real-time, human-like interactions—no latency, even in low-network spots. iHuman’s offline capability isn’t just a technical advantage; it’s a competitive edge that lets us deliver smarter, more reliable solutions across retail, healthcare, and hospitality.
We conducted a 10-store pilot of Winmore Digital’s AI-powered loss prevention solution for our retail clients, achieving exceptional results. Seamlessly integrated via SDK with our existing POS systems within five days without hardware modifications, As our clients feedback, by accurately detecting missed scans, incorrect barcodes in real-time, it delivers approximately $5,800 in monthly savings per store.

Alice Johnson
Retail Manager

Michael Thompson
OEM Director

James Wang
POS Specialist
Served Various Retail Clients




















