Analysis and perspective on AML compliance, BSA regulation, and transaction monitoring technology for digital banks.
Legacy rule-based transaction monitoring generates alert volumes that compliance teams cannot sustainably process. Here is what that costs in analyst hours, SAR backlogs, and regulatory exposure.
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Scoring transactions in isolation misses the patterns that matter most. Graph-based entity resolution surfaces the account clusters, shared-device networks, and layering chains that rule engines cannot see.
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FinCEN examiners expect specificity in Suspicious Activity Reports. Automation that drafts the narrative from alert evidence lets analysts review and file faster without compromising quality.
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Bank Secrecy Act requirements apply equally to digital banks and traditional institutions, but the operational context is different. This guide covers the core program elements and where compliance teams commonly encounter gaps.
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Batch-overnight sanctions screening is not adequate for digital payment products. Achieving sub-second OFAC decisions without unacceptable false-positive hold rates requires specific architectural choices.
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Compliance programs designed for early growth hit structural limits around 500,000 customers. The problems are predictable — and so are the intervention points.
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A review of 2025 FinCEN enforcement actions reveals recurring deficiencies that appear disproportionately at digital banks and BaaS-dependent fintechs.
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Static dollar thresholds built for the average bank generate false positives for every bank that is not average. Adaptive ML baselines reduce alert noise without requiring manual rule recalibration.
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Digital banking products create conditions that established typologies do not fully describe. This overview covers the patterns compliance teams at neobanks encounter most frequently.
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Early-stage fintechs applying for banking charters or BaaS partnerships face BSA program requirements with small teams and limited budgets. Here is how to sequence the build.
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