What We Can Build

Compliance Monitoring

Financial institutions face an expanding web of regulatory requirements — BSA/AML transaction monitoring, fair lending analysis, UDAAP compliance, CFPB reporting, and evolving state-level regulations. Community banks and credit unions are particularly strained, with compliance costs consuming a disproportionate share of operating budgets relative to larger institutions that can spread the cost across more assets. Manual compliance processes rely on rule-based systems that generate high volumes of false positives, requiring human review of alerts that overwhelmingly turn out to be benign. Compliance teams are stretched thin reviewing noise instead of identifying genuine risk.

This capability deploys Ai-powered compliance monitoring that learns normal transaction patterns for each institution and flags genuine anomalies — not just rule-based threshold triggers. It reduces false positive rates dramatically while catching patterns that rule-based systems miss entirely: structuring behaviors, unusual correspondent banking activity, rapid-movement schemes, and fair lending disparities. It auto-generates SAR narratives with supporting evidence, tracks regulatory change impact across the institution's policies, and produces examiner-ready documentation. Compliance officers focus on real risk instead of clearing false alerts. Institutions stay ahead of examiners. The advisory relationship deepens from periodic consulting to continuous intelligence.

Compliance Intelligence — Prairie Community Bank
Ai Monitoring Active · 24,847 transactions analyzed today · 3 alerts generated
Potential structuring — Business account #44727 cash deposits of $9,200–$9,800 over 12 days · Pattern inconsistent with stated business type (consulting)
SAR Review
Fair lending disparity — Auto loan originationsRate differential of 42 bps between comparable applicant groups in Q4 · Exceeds institution's tolerance threshold
Elevated
Wire activity — Correspondent account14 international wires in 48 hours to 3 jurisdictions · Volume 4x normal for this account
Routine Review
CRA lending assessment — Census tract 1847Lending volume on track with assessment area goals · No disparities identified
Compliant
Regulatory Compliance Status
BSA/AML Program✓ Current
Fair Lending (ECOA/HMDA)⚠ Review Needed
UDAAP Monitoring✓ Current
CRA Assessment✓ Current
📝 Auto-generated SAR narrative for account #4472 ready for BSA Officer review. Supporting transaction detail, timeline, and subject information compiled.
✓ False positive rate reduced from 94% to 28% since deployment — compliance team reviewing 71% fewer non-actionable alerts.
71%
Fewer False Positives
24/7
Continuous Monitoring
Auto
SAR Narrative Drafting