7 metrics for software modernisation timing

Seven metrics signal when software modernisation is needed: defect removal effectiveness, test coverage, cyclomatic complexity, security patch status, time-to-market for new features, customer churn, and time-on-task. Tracking only surface-level indicators can mask underlying problems. Combining technical, business, and UX metrics gives a complete picture of system health.