Within the first 72 hours of a major event, the public switchboard collapses, satellite imagery is obscured by cloud or smoke, and field crews are sized for restoration rather than reconnaissance. Hurricane Helene knocked roughly three-quarters of the cell sites across its disaster area offline within a day of landfall. Hurricane Ian alone drew more than eight billion dollars in total federal disaster support (DR-4673-FL).
The structural gap in that window is validation — too many candidate observations, too little assurance any of them are real. OpnIMG fills it by treating every smartphone and every responder device as a candidate observation node and applying geometry, computer vision, and cross-observer validation before anything is emitted downstream.
Multi-observer convergence — the same event seen from different vantage points — is the central validation mechanism. A lone low-trust observation cannot carry an incident on its own.
Counterfactual savings figures appear in OpnIMG materials only when labelled as model output, not as measurement. Operational figures from specific storms are not asserted in external materials unless a source-validated figure exists at the time of writing.