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Transaction Monitoring in 2026: Tuning Rules That Actually Work

5/29/20268 min read

Most transaction monitoring programs drown analysts in noise because rules were copy-pasted from a template.

Tune thresholds against your real customer base, segment by risk tier, and review SAR conversion every quarter.

Pair rules with behavioral models for layered detection — regulators increasingly expect both.

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