Digital twins convert field data into structured, continuously updated asset intelligence. By enabling AI-powered analysis across portfolios, digital twins help operators validate installations, verify inventory accuracy, reduce over-provisioning, and prioritize investment. This supports faster rollout execution while laying the groundwork for scalable Level 4 autonomy.