Skip to content
DataCaffe.ai
Banking & BFSI
AML transaction monitoring
Back to Banking & BFSI
Production-Ready AI Solution
Banking & BFSI · Enterprise Solution

AML transaction monitoring

Reduce false positives and shorten alert investigation.

Powered by DataCaffe Core AI
LIVE AI ENGINE
Real-Time Execution Pipeline

AML transaction monitoring · Live Event Stream

STREAMING
STAGE 01INGEST
Enterprise Data
Lakehouse & APIs
STAGE 02ACTIVE
Breww AI Kernel
Multi-Agent Engine
STAGE 03ACTION
Automated Action
Low Latency SLA
EVENT MONITOR · BANKING & BFSI
ONLINE

[INGEST] Multi-source telemetry batch synced (2,480 items)

p99: 12.4ms
Throughput: 420 ev/s
ZERO-DRIFT SLA
The problem

What we hear

Rules-based AML floods analysts with alerts, most of which close as false positives.

Our approach

How we solve it

ML-augmented alert scoring + investigator-facing packet generation that keeps the auditor happy.

Outcomes

Measured impact

  • Fewer false positives without lower true-positive rate
  • Faster alert-to-disposition cycles
  • Cleaner SAR quality
Talk to us

Bring aml transaction monitoring into production.

Share a couple of lines about your setup — a senior partner will get back within a business day.

Discuss this use case

Tell us about your organization and what problem you are solving.

Securely saved to database · No spam guarantee
AML transaction monitoring — Banking & BFSI · DataCaffe.ai