SandStar provides AI‑powered smart vending machines and unattended shop solutions that use edge‑computed vision to recognize products instantly and calculate purchases as customers exit, eliminating per‑recognition fees and costly sensor arrays.
Funding
Funding not disclosed
Founders
Product
Problem
Retail operators face high labor costs and friction at checkout, while traditional vending and unattended stores require expensive sensor arrays and still suffer from slow or error‑prone product recognition, limiting scalability and profitability.
Solution
SandStar offers AI‑powered smart vending machines and unattended shop solutions that perform instant, edge‑computed product recognition with zero recognition fees. By leveraging dynamic vision and semantic action recognition, the system automatically calculates purchases as customers leave, eliminating the need for multiple hardware sensors. The platform also provides AI‑driven computer‑vision analytics that track item pickups, returns, dwell times, and customer movement to generate actionable insights for layout optimization, staffing, and promotions. All data processing occurs locally to ensure privacy, with results stored securely by the operator and never shared. Continuous 24/7 support and a five‑year warranty keep the hardware reliable for round‑the‑clock operation.
Target Audience
Primary customers are retailers, convenience‑store chains, and operators of unattended or automated shops seeking to reduce hardware costs, streamline checkout, and gain data‑driven insights into store performance.
Features
- Edge‑computing AI engine that identifies products in real time without any per‑recognition fee
- Dynamic vision and semantic action recognition to automatically compute checkout totals as shoppers exit
- Integrated analytics dashboard that visualizes item interactions, dwell times, and traffic patterns for store‑level decision making
- AI‑generated recommendations for planogram adjustments, staffing schedules, and promotional placements
- Privacy‑first design that does not collect personal or biometric data; all processed data remains owned by the operator
- 5‑year hardware warranty and 24/7 technical support for uninterrupted service