Start with AI
for Smarter Retail
Retail success depends on how fast insight becomes execution.
AI transforms fragmented data, demand signals, and inventory systems into automated decisions that directly drive revenue.
The Scale of Retail
One of the largest industries, operating on the thinnest margins
$30T+ Market
Retail is a trillion-dollar industry operating at global scale.
3–5% Profit Loss
Forecasting errors directly reduce margins through overstock and stockouts.
15–20% Cost Ratio
Labor and operations consume a large share of retail revenue.
Data Fragmentation
Online and offline systems remain largely disconnected.
Industry Pain Points
Why traditional
retail systems can’t keep up?
Cash Flow Erosion
Inaccurate forecasting drains capital and margins.
- Overstock locks up working capital
- Stockouts result in lost sales
- Forecasting errors persist over time
High Operating Costs
Heavy reliance on labor limits efficiency and scale.
- High employee turnover
- Repetitive manual tasks consume time
- Training costs continue to rise
Fragmented Experience
Disconnected systems prevent personalization.
- Online and offline data remain siloe
- No unified customer profile
- Generic marketing and recommendations
AI connects data, decisions, and execution to enable intelligent retail operations.
Real-World Use Case
Neurowatt × 提點科技股份有限公司
AI Smart Retail Innovation Program
From understanding people to operating machines — automatically
What is it?
This is not just a vending machine.
It is an AI-powered beverage assistant that understands user context and intent.
It is an AI-powered beverage assistant that understands user context and intent.
User Context
(Preferences · Mood · Health)
AI Inference Engine
(Custom LLM)
Executable Output
(QR Code · Parameters)
Automated Machine
(Beverage Production)
Real-Time Inputs
- User preferences & mood
- Ingredient inventory
- Wearable & mobile health data
AI-Generated Outputs
- Personalized recommendations
- Standardized preparation parameters
- Machine-readable QR instructions
From AI understanding user needs to machines producing drinks, the entire workflow runs fully automated.
Why This Matters
Three Breakthroughs for Smart Retail
1. AI Enters Physical Execution
SmartBrick is engineered to meet stringent enterprise and government requirements, with security built directly into the system architecture.
2. A Closed AI × IoT × POS Loop
This project successfully connects:
API-based inference
QR code schemas
Automated beverage machine control systems
Forming a fully executable, end-to-end AI retail loop.
3. A Scalable Smart Retail Architecture
The same architecture can be extended to:
Health-oriented food recommendations
Smart food service systems
Self-service retail devices
AI-powered personal nutrition assistants
