Digital twins shouldn't be static CAD models; they must live, breathe, and learn. Twin
Sight 360 fuses 3-D geometry, real-time telemetry, and AI insight. Lidar scans and BIM models seed spatial context; Io
T gateways stream vibration, temperature, and process variables into a time-series lake. Physics engines run parametric simulations, while machine-learning agents overlay degradation curves. Maintenance planners test what-if scenarios–"What if we defer bearing swap two weeks?"–and see probability-of-failure and impact on OEE instantly. Anomaly detectors trigger AR work instructions to technicians on Holo
Lens, cutting MTTR 30 %. ESG officers visualize carbon hotspots; a refinery using Twin
Sight predicted flare events 40 minutes ahead, avoiding 12 kt CO2. Modular adapters integrate with AVEVA, SAP PM, and Azure Digital Twins, protecting existing investments.
