Fintech

Compliance Monitoring That Never Sleeps

Autonomous compliance agent that monitors transactions, detects suspicious patterns, generates SAR reports, and ensures regulatory adherence 24/7.

45% fewer

False positive alerts vs. rule-based systems

24/7 monitoring

Real-time transaction screening

90% faster

SAR report generation

100% audit trail

Complete compliance documentation

// The Challenge

What We Were Solving

Financial institutions must monitor millions of transactions for AML, KYC, and sanctions compliance. Manual review processes are overwhelmed, and traditional rule-based systems generate too many false positives.

// Our Approach

How We Built It

01

Built an intelligent transaction monitoring agent that combines rule-based detection with ML anomaly detection

02

Implemented entity resolution to link suspicious activity across multiple accounts and time periods

03

Created automated SAR (Suspicious Activity Report) generation with evidence compilation

04

Designed escalation workflows with different response levels based on risk scores

// Key Features

What We Delivered

  • Real-time transaction monitoring with ML anomaly detection
  • Entity resolution across accounts and time periods
  • Automated SAR report generation
  • Risk-based escalation workflows
  • Sanctions screening (OFAC, EU, UN lists)
  • Regulatory reporting automation

// Technology Stack

Built With

PythonTensorFlowApache KafkaPostgreSQLRedisAWSElasticsearchDocker

// Related Service

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// Results

Measurable Impact

45% fewer

False positive alerts vs. rule-based systems

24/7 monitoring

Real-time transaction screening

90% faster

SAR report generation

100% audit trail

Complete compliance documentation

// Build Something Similar

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