Digital Twins 101

28 Oct 2025 · 1 min read · Cygnas Editorial · Engineering

Digital twins let you virtually mirror real assets so you can explore performance, failures, and optimization safely.

In practice, a good twin fuses sensor data, physics models, and ML. Start small: a single asset with clear KPIs. Expand once you’re getting decisions from the twin—not just dashboards.