
How IBM GICA Uses Garnet Framework for Smart City Digital Twins on AWS
How IBM GICA connects smart city systems through Garnet Framework, ETSI NGSI-LD, AWS services, live operational context, and a data lake.

How IBM GICA connects smart city systems through Garnet Framework, ETSI NGSI-LD, AWS services, live operational context, and a data lake.

Why operational context matters for physical AI, dynamic knowledge graphs, agentic twins, temporal traceability, and context-aware AI systems.

Over the last few months, I've been exploring the idea of applying Digital Twin concepts to agents - what I call Agentic Twins.

Following the Global Smart City Forum, I had the pleasure of speaking at Cracking IoT Chapter 4 in Riyadh, an event organized by Disrupt-X. The session focused on how context-aware applications can revolutionize facility management operations.