Could XPIN have been established without AI network transition? Or was it not?
To cut to the chase, I think it would have been nearly impossible.
XPIN offers eSIM and roaming services cheaper than carriers not only because of $XPIN PayFi, but also because AI network transition is a prerequisite.
🍉 Why is AI network transition essential?
The XPIN network is not a single carrier network, but rather utilizes the networks of multiple countries and carriers simultaneously.
• Wholesale data rates by country fluctuate in real time.
• Even within the same country, costs vary depending on time of day and traffic.
• With fixed routing, average costs continue to rise.
=> Manually managing this is impossible.
🍉 What role does AI actually play?
• Real-time network quality of service (QoS) measurement
• Cost prediction based on traffic unit price
• Congestion, delay, and loss rate comparison
• Immediate switching to the most cost-effective network
=> In other words, routing itself is treated as a cost function optimization problem.
Without AI, the likelihood of being stuck on expensive networks increases, leading to structural deficits before PayFi settlement.
In conclusion, AI transition = a prerequisite for the network revenue structure.
AI implementation reduces average unit price, absorbs volatility, and generates network margin.
This margin serves as a source of PayFi settlement resources, covers user costs, and ensures network sustainability.
