Research & analysis
Insights
Plain-English research on AI vending and unattended retail — learn how the technology works, where the market is heading, and what to buy next.
19 articles · Updated monthly
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Three ways into the market
Every insight on the site fits one of three lenses: learn the basics, size the opportunity, or decide what to deploy.
Knowledge Base
Fundamentals & tech explainers. How AI vending actually works — vision, payments, telemetry — in plain English.
Market Reports
Trends, sizing & forecasts. Where unattended retail is heading and what the numbers mean for operators.
Comparisons
Vendor & format showdowns. Side-by-side, criteria-based verdicts on what to buy and deploy.
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Fresh picks across Insights
One good first read from each module.
2026 Smart Retail Trends to Watch
Edge AI, cashless expectations, and platform consolidation are redefining unattended retail. Eight trends and what they mean for operators.
What Is AI Vending?
AI vending is unattended retail where computer vision (or smart lockers) identifies what a customer takes and charges automatically. No dials, coils, or cash drawers.
AI Vending vs. Spiral Vending
Spiral machines are cheap and proven; AI vending sells more and fails less mechanically. The right choice depends on location, products, and budget.
The full library
Everything in Insights
All 19 articles in one place — browse by module or jump straight to a title.
Knowledge Base
- What Is AI Vending?
- What Is Smart Retail?
- What Is Computer Vision in Retail?
- What Is Grab-and-Go Retail?
- What Is a Smart Cooler?
- What Is a Micro Market?
- Cashless vs. Cash Vending
- What Is Telemetry & IoT in Vending?
- Smart Locker vs. Smart Cooler
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