Scale: billions of users vs. regional populations - Speed: millisecond processing vs. days/weeks - Persistence: cloud storage vs. physical archives - Aggregation: cross-domain behavioral profiles vs. single-domain records - Cost: near-zero marginal cost vs. expensive human labor