Need Validation: Designing an AI Operating System for Global Logistics

Hello Product Hunt community,

I am a tech student working on a conceptual architecture called LogiVerseAI. My goal is to design an AI-native operating system that uses Digital Twins, AI routing, and Blockchain escrow to make global supply chains autonomous and resilient.

Since the global trade system is massive, I want to build a Minimum Viable Product (MVP) first, focusing strictly on "Predictive Route Intelligence" (AI-driven port congestion and weather forecasting).

As tech builders and experts here, I would love your advice:

1. Do you think focusing purely on AI Route/ETA Optimization is the right starting point for a logistics MVP?

2. What tech stack challenges should a student prepare for when handling real-time geospatial data?

Looking forward to your insights!