Our cloud-scale approach is unique in that we can process large amounts of data and quickly identify potential instances of manipulation and fraud. Our solution is also much more comprehensive than many “AI-only” detectors on the market. We provide a combination of real-time fingerprinting, triage, and deep scan using heatmaps which represents the most complete solution available.