Supply Chain AI Insights
From EU DPP compliance to one-person company AI architecture, decoding the frontier of supply chain digitalization with 23 years of hand-on experience.
OPC⁴: One Person Defines the Direction, the System Runs the Whole Journey
OPC⁴ is not simply 'a one-person company' — it is a four-dimensional unified model: value skeleton, efficiency muscle, soul-driven champion, and operational partnership chain. One person defines the direction, and lets the system run the whole journey.
The End of U.S. De Minimis: The $800 Duty-Free Era Is Over — How Cross-Border Supply Chains Must Rebuild
On August 13, 2026, the U.S. Court of International Trade ruled the President may revoke the de minimis exemption — the era of duty-free sub-$800 imports entering the U.S. has ended
AI Agents, Multimodal Models, and Engineering in Practice — What Apparel Supply Chains Actually Need
When AI hype collides with manufacturing reality, what apparel supply chains actually need are not more concepts, but verifiable deployment paths. This article dissects three pillars — AI Agent collaboration, multimodal model applications, and AI engineering — based on real frontline supply chain experience, including what worked, what didn't, and why.
Supply Chain AI Is Not a Chatbot: The Leap from ERP to Decision Engine
In 2026, AI Agents are redefining the fundamental logic of supply chain operations
PFHxA Restriction Countdown: The Apparel Industry's 33-Day Compliance Action Checklist
EU REACH Annex XVII, Entry 79 · Effective October 10, 2026
The One Person Company AI Architecture: How a Single Agent System Can Replace a Traditional 100-Person Team
The OPC (One Person Company) model: one person defines the direction, the system runs the entire course
France's Anti-Fast Fashion Law: A Compliance Guide for Apparel Exporters
As of 1 September 2026, per-item eco-contributions are in force — can your French order margins absorb the hit?
Fast Fashion Supply Chains Looking Toward 2027: 5 Signals of Data-Driven Sourcing
As AI begins placing orders on behalf of buyers, the supplier competitiveness formula is being rewritten
The Complete 2026 EU DPP Compliance Guide: From Practice to Implementation
Digital Product Passport — the next mandatory compliance threshold for exporting to the EU market