IBM AML Dataset · Gemini N2L Synthesis · Live

AML
COMPLIANCE
AUTOMATED.

Lexinel ingests regulatory PDFs — BSA, FATF, EU AMLD6 — and uses Neural-to-Logic synthesis to generate enforcement rules that scan the IBM AML dataset in real-time. Zero manual configuration.

8,720
IBM AML Records
5
Active AML Rules
< 2s
Synthesis Time
100%
Audit Trace
lexinel.sentinel — enforcement-stream
LIVE
19:21:44BLOCKAML-R01 | ACC-8912 · $14,200 wire → CTR threshold exceeded
19:21:02WARNAML-R05 | ACC-3301 · SWIFT: BOFIUS3N→KY · tax-haven route
19:20:18PASSBATCH | 482 records scanned · 0 violations
19:19:55BLOCKAML-R02 | ACC-6671 · $1,800×4 txns / 6h · structuring
19:19:11PASSN2L | 6 rules active · Gemini synthesis OK
19:18:44WARNAML-R04 | ACC-3345 · SSN field unencrypted in audit log
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N2L Synthesis · Gemini 2.5 Pro

The Pipeline

PDF In. Violations Out.

01

Ingest Regulation

Drop in BSA, FATF, or AMLD6 PDFs. Lexinel chunks and embeds them automatically.

02

N2L Synthesis

Gemini 2.5 Pro converts natural-language regulation into typed enforcement rules.

03

AML Scan

Synthesized rules run against the IBM AML dataset. Every record checked in real-time.

04

Violation Nexus

Violations are scored, flagged, and queued for SAR drafting or human review.

Enforcement Rules

5 Rules.
Every Violation Caught.

Lexinel's N2L engine synthesizes AML rules directly from legislation. Each rule is typed, versioned, and auditable.

AML-R01BSA §1010.310

CTR Threshold

Flag transactions exceeding $10,000

AML-R02FATF Rec. 10

Structuring

≥3 sub-$2K transactions within 24h

AML-R03FinCEN 103.29

Cross-Border

International wire > $5,000 to high-risk jurisdictions

AML-R04GDPR Art. 5

PII Exposure

Unencrypted PII in audit records

AML-R05AMLD6 Art. 3(4)

Tax-Haven Route

Routing via Cayman, CH, BVI > $3,000

Built for Compliance.

Lexinel maps to the world's most rigorous AML and security frameworks.

BSA / FinCEN
FATF Rec. 10
EU AMLD6
GDPR Art. 5
PCI DSS
NIST AI RMF

Hackathon Demo

See Lexinel
In Action.

One click gets you a full sandbox with real IBM AML data, live rule synthesis, and violation detection.