palaniappan p16 min
AWS IoT TwinMaker: Digital Twin Architecture for Manufacturing
TwinMaker still earns its keep when spatial context beats line charts. July 2026 refresh — SiteWise connectors, Dynamic Scene, AMG (not SiteWise Monitor), and when a 3D twin is overkill.