Types of Digital Twins: A 2026 Architecture Taxonomy
Component, asset, system, process, and organization twins — the 2026 taxonomy with reference architectures, ISO 23247 mapping, and where each twin type pays off in production.
Apple Vision Pro M5: Spatial Computing on the Factory Floor
Apple Vision Pro with M5 in industrial settings — passthrough latency, spatial anchors, OPC UA bridges, and a 2026 reference architecture for shop-floor spatial digital twins.
Digital Twin: The 2026 Architecture Guide for Industrial Systems
Definitive 2026 guide to digital twin architecture — ISO 23247, DTDL v3, FMI co-simulation, asset vs process twins, and the reference stack used in production today.
Anomaly Detection in Manufacturing: Algorithms, Architecture & ROI
Complete guide to manufacturing anomaly detection — statistical vs ML approaches, sensor data pipelines, model deployment at the edge, and calculating maintenance ROI.