Major infrastructure projects – spanning municipal water distribution, hydro power, and cross-border energy grids -face a shared operational bottleneck: they are long-term physical assets managed by delayed data. Periodic GIS updates, static CAD models, and manual sensor audits are no longer sufficient to manage non-revenue water (NRW) losses, grid instability, or strict ESG mandates. Modern infrastructure […]