[Manufacturing AI Series — Architecture] MDE Architecture Design for 279TB Collection — Building an Edge-to-Cloud Pipeline Across 8 Factories
250+ Industrial Protocols · Edge-to-Cloud Pipeline · Physical-Level Project Isolation A real-world Manufacturing Data Engine deployment balancing security and cost trade-offs Cloud Tech Unit · GCP Delivery SA 3 Yoon Sung-jae | 2026-02-23 Business Background — PINN Model-Based Convergence Data Platform In manufacturing digital transformation (DX), the biggest hurdle is the “last mile” — securely and seamlessly moving on-site IT and OT data to the cloud. This article covers a case where, as the cloud infrastructure partner for the Korean government-led “2025 PINN (Physics-Informed Neural Networks) Model Manufacturing Convergence Data Collection and Validation Project,” we built an integrated system on Google Cloud Manufacturing Data Engine (MDE) for heterogeneous data from 8 manufacturing companies. ...