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The AI Analyst

SAR Factory

The narrative engine for financial crime. We investigate alerts, write Suspicious Activity Reports, and cite specific regulatory policy—autonomously.

The Opportunity

95% of Anti-Money Laundering alerts are false positives. Banks employ armies of analysts to investigate these alerts, write Suspicious Activity Reports (SARs), and document their findings.

This is a massive waste of high-value human capital. A single analyst can process only 3-5 complex cases per day. The backlog is measured in months.

The bottleneck isn't data—it's the narrative. Regulators don't want raw transaction logs; they want a story with evidence, reasoning, and regulatory citations.

Market Metrics

€50B
Global AML Compliance Market
95%
False Positive Rate
€150K
Annual Cost per AML Analyst
4 hours
Average Time per SAR

The Product

Alert Investigation

Autonomous agent that triages alerts, gathers transaction context, identifies patterns, and determines risk level using neuro-symbolic reasoning.

SAR Generation

Writes complete Suspicious Activity Reports in regulatory format, with narrative explanation, evidence chain, and policy citations.

Regulatory Mapping

Automatically cites relevant AML directives, FATF recommendations, and local regulations. Every conclusion is backed by specific policy.

The Wedge

Turning "Risk Ops" from a cost center into a software workflow. When compliance becomes code, margins expand exponentially.

Traditional AML

  • 95% false positive rate
  • 3-5 cases per analyst per day
  • 4 hours per SAR
  • €150K per analyst annually
  • Inconsistent quality

With SAR Factory

  • 85% auto-cleared (true negatives)
  • 100+ cases processed per hour
  • 15 minutes per SAR
  • €15K annually (10x reduction)
  • Deterministic quality with full audit trail

The Compounding Advantage

Every SAR processed makes the system smarter. The reasoning engine learns from regulatory feedback, building an ever-expanding library of financial crime patterns.

This isn't just automation—it's institutional knowledge as software.

Ready to Transform Financial Crime Compliance?

SAR Factory launches with proven AI infrastructure, regulatory coverage, and banking-grade security. You bring the financial crime domain expertise.