Beyond Predictive Maintenance – The True ROI of Digital Twin

For years, the Digital Twin was the technology you adopted to stop machines from breaking. Its primary value proposition was simple and vital: use a virtual replica of a physical asset to predict failure and schedule maintenance. That’s effective, but it treats the twin as merely a safety net.
Today, that view is severely limited.
The modern Digital Twin is no longer just a maintenance tool; it has evolved into a strategic asset that functions as a live, virtual testing ground for every major business decision. It is the enterprise’s risk-free sandbox, used to simulate the future of an entire organization before committing a single dollar of capital expenditure.