Operations data was spread across disconnected systems, making it difficult to monitor asset state, contextual performance, and planning actions in one view.
I designed an interactive digital twin dashboard that combines spatial context, KPI visibility, and operational signals in a single decision surface.
I handled data model planning, API integration strategy, and frontend architecture for interactive map and status components.
Operational teams gained a clearer real-time picture of assets and status, improving planning confidence.
Dashboard frontend, API integrations, spatial and KPI visualisation