BORN-SYNTHETIC FINANCIAL DATA

Your AI Training Data Has a Compliance Problem.

GDPR Article 25 prohibits real PII in test environments. EU AI Act Article 10 requires governed training data. Enforcement starts August 2026. Fines reach 7% of global revenue.

Born-synthetic financial profiles eliminate the risk — by construction, not by anonymization. Zero PII. Zero lineage to real people. Mathematically forged. Fully documented.

i train ai models

I TEST KYC/AML SYSTEMS

Zero PII · Born-Synthetic · Certificate of Origin · GDPR Art.25 · EU AI Act Art.10 · CCPA

WHY SOVEREIGN FORGER

Real Data in Test Environments? That’s the Problem.

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The Compliance Trap

If you train artificial intelligence on real financial data — even anonymized — you have a GDPR Article 25 problem. “Data protection by design” means no real personally identifiable information in test or training environments. Period. Re-identification attacks improve every quarter. What was “safely anonymized” in 2024 is demonstrably vulnerable today. The risk is measurable.

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Born-Synthetic, Zero Risk

Sovereign Forger data is generated from pure mathematics — Pareto distributions, algebraic constraints, cultural archetypes. No real person’s data is used as input. Ever. There is no anonymization layer to reverse-engineer, no original dataset to subpoena, no lineage to real individuals. Born-Synthetic means compliant by construction — not by anonymization.

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Documented for Your Auditor

Every dataset ships with a Certificate of Sovereign Origin documenting the generation methodology, mathematical foundations, and compliance posture. When your auditor asks “where did this training data come from?” — you hand them a certificate, not an explanation. Full documentation of synthetic provenance, regulatory alignment with GDPR Article 25, EU AI Act Article 10, and CCPA readiness.

$35
Million

Max EU AI Act Fine Per Violation

100%
Synthetic

Born-Synthetic Data. Zero PII.

Aug
2026

EU AI Act Full Enforcement

Two Products

Two Products. One Standard. Zero PII.

One pipeline. Two applications. Whether you train AI models or test compliance systems, every record is born-synthetic, mathematically verified, and fully documented.

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AI TRAINING

AI Training Data

For teams building AI on financial data.

19 interlocked fields per record. Pareto-distributed wealth, algebraic balance sheets, and cultural depth across 6 global niches. 600,000 profiles ready to ship. From $499.

EXPLORE TRAINING DATA

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COMPLIANCE TESTING

KYC/AML Test Data

For teams testing EDD, screening, and monitoring.

29 interlocked fields per record. All 19 base fields plus PEP status, risk ratings, sanctions screening, and source of wealth verification. Purpose-built for EDD testing. From $999.

EXPLORE COMPLIANCE DATA

Three Approaches.
Only One Eliminates the Risk.

	REAL DATA	ANONYMIZED	BORN-SYNTHETIC
PII Present?	Yes	Residual	Zero
Re-identification Risk?	High	Growing	Impossible
GDPR Art. 25?	Violation	Grey Zone	Compliant ✓
EU AI Act Art. 10?	Violation	Uncertain	Compliant ✓
Audit Trail?	No	Partial	Certificate of Origin ✓
Cost of a Fine?	Up to 7% revenue	Up to 7% revenue	$0

COMING Q2 2026

Full AML Test Suite

Transaction monitoring data. Beneficial ownership chains. Screening watchlists.
Five interlocking datasets for end-to-end AML compliance testing.

HOW IT WORKS

From Raw Mathematics to Certified Data. In Three Steps.

Our pipeline is sequential by design. Numbers come first. AI comes second. Nothing ships without an integrity audit and a Certificate of Sovereign Origin.

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Math First

Net worth, assets, liabilities, and cash positions are computed through Pareto distributions and algebraic constraints. No AI is involved. Every figure is pure mathematics — internally consistent by construction. Assets minus Liabilities equals Net Worth, enforced at generation.

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AI Enrichment

Only after the financial figures are locked does a local, offline LLM add biographical context: professions, education, philanthropic interests, family structures. The AI enriches the story, never the numbers. Mathematics and narrative are generated in strict sequence, never blended.

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Certified Delivery

Every dataset is tested for balance sheet integrity before delivery: Assets minus Liabilities equals Net Worth, with zero exceptions. Each shipment includes a Certificate of Sovereign Origin — synthesis method, parameters, and audit results. Delivered as JSONL within 24 hours.

TRY BEFORE YOU BUY

100 Free Records. Two Formats. Judge for Yourself.

Download 100 free profiles in the format you need. UHNWI profiles with 19 fields for AI training — or KYC-Enhanced profiles with 29 fields for compliance testing. Just enter your work email — we’ll send the sample straight to your inbox.

get FREE SAMPLE