Industry Challenge
Although operational environments are subject to continuous change, many organisations continue to depend on periodic inspections, fragmented datasets, and delayed reporting. As a result, early warning signals may be overlooked across distributed assets, coastlines, fields, and infrastructure networks, increasing avoidable risk and operational costs and reducing confidence in decision making.