Many fintechs and banks rely on single-layer, heuristic rule-based transaction monitoring, which depends on human-biased models unable to capture all known and unknown risks. These reactive systems demand extensive calibration, tuning, and manual reviews, consuming vast resources while lagging behind evolving threats and struggling to detect complex financial crimes—exposing firms to fines and reputational harm. ThetaRay’s advanced AI-driven software overcomes this by proactively analyzing vast data patterns, eliminating bias, automating tuning for real-time adaptability, minimizing manual effort, and delivering precise, flexible detection that safeguards compliance and operations.

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