No Demo Call. No Enterprise Contract. Just Data.
You can buy synthetic financial data right now. Pick your dataset, pick your volume, download CSV files, and get to work.
I built Sovereign Forger because the synthetic data market has a pricing problem. Most vendors sell platforms — SaaS subscriptions starting at $50K/year, requiring integration projects, enterprise sales cycles, and months of onboarding. If you’re a fintech team that needs 10,000 realistic financial profiles to train a model next week, that doesn’t help you.
So I built the opposite. Pre-generated datasets. Fixed pricing. Immediate delivery. One-time purchase — no recurring fees, no seat licenses, no usage caps.
If you want to evaluate before buying, grab a free 100-record sample right now. No registration. No email. Just data.
What You’re Buying
Format and delivery
Every dataset ships as a CSV file — universal, portable, ready for ingestion into any system, database, or training pipeline. No proprietary formats, no SDK required, no API integration needed.
Delivery is immediate upon purchase. You download the file. Done.
Two product lines
UHNWI Profiles (19 fields) — Ultra-high-net-worth individual profiles with culturally accurate financial data. Net worth, asset allocation, industry, geographic niche, archetype classification, and more. Built on Pareto distributions that mirror real wealth curves.
KYC/AML Enhanced (29 fields) — Everything in UHNWI plus 10 additional compliance-specific fields: kyc_risk_rating, pep_status, sanctions_screening_result, source_of_wealth, jurisdiction_of_incorporation, and more. Designed for compliance testing, AML model training, and regulatory workflows.
Six geographic niches
Each dataset is available in six distinct UHNWI geographic and cultural profiles:
| Niche | Focus | Key Characteristics |
|---|---|---|
| Silicon Valley | Founders & VC | Tech equity, concentrated positions, liquidity events |
| Old Money Europe | Dynasties & Private Banking | Multi-generational, trust structures, conservative allocation |
| Middle East | Sovereign Families & Merchant Houses | Energy/real estate, Sharia-compliant structures, philanthropy |
| LatAm Barons | Agribusiness & Infrastructure | Commodity wealth, political exposure, cross-border holdings |
| Pacific Rim | Semiconductor & Shipping Dynasties | Industrial conglomerates, APAC dual-booking, family governance |
| Swiss-Singapore | Offshore Wealth & Multi-Family Offices | Multi-jurisdictional, privacy structures, custodian networks |
You can purchase a single niche or a mixed dataset across all six.
31 archetypes
Within each niche, profiles are generated from 31 distinct wealth archetypes — founder, inheritor, professional investor, sovereign-adjacent, merchant dynasty, and more. This isn’t random variation. Each archetype carries specific net worth distributions, asset allocation patterns, and behavioral characteristics.
Full Pricing
UHNWI Datasets — 19 Fields
| Tier | Records | Price | Per Record | Best For |
|---|---|---|---|---|
| Essential | 1,000 | $499 | $0.50 | Prototyping, proof of concept |
| Warehouse | 10,000 | $2,499 | $0.25 | Model training, load testing |
| Enterprise | 100,000 | $12,500 | $0.13 | Production-grade training sets |
KYC/AML Enhanced — 29 Fields
| Tier | Records | Price | Per Record | Best For |
|---|---|---|---|---|
| Compliance Starter | 1,000 | $999 | $1.00 | Compliance workflow testing |
| Pro | 10,000 | $4,999 | $0.50 | AML model training |
| Enterprise | 100,000 | $24,999 | $0.25 | Full compliance infrastructure |
All tiers include:
- CSV file, immediate download
- Certificate of Sovereign Origin
- Full field documentation
- Available in any single niche or mixed
Volume discounts: Purchasing multiple niches at Enterprise tier? Contact us to discuss bulk pricing.
What Makes This Data Different
You have options for synthetic financial data. Here’s why this is worth your money.
Born Synthetic — zero real data input
Most synthetic data tools take your real data and generate “similar” records. Sovereign Forger doesn’t start with real data. Our pipeline generates profiles from mathematical models — Pareto distributions, algebraic constraints, demographic coherence rules — then enriches them with a locally-run LLM for cultural accuracy.
No real data goes in. No real data lineage exists. This is what we call Born Synthetic.
Why it matters to you: zero GDPR processing obligations, zero re-identification risk, zero regulatory ambiguity about provenance.
Math First, AI Second
Our pipeline has a strict sequence. Mathematical generation happens first — net worth distributions, asset allocations, geographic parameters, archetype assignments. All statistically valid before AI touches anything.
Then, and only then, does AI enrichment add cultural coherence — names that match nationalities, company names that match industries, narrative details that make the profiles feel real.
This separation means the statistical properties of the data are guaranteed by math, not hoped for by a language model.
FORGE Mode — zero AI option
For maximum provenance assurance, we offer FORGE Mode datasets generated with zero AI involvement. Pure mathematical generation. No model inference at any stage. If your compliance team wants to eliminate any discussion about AI-generated content, FORGE Mode closes that door.
Cultural depth that matters
A synthetic “wealthy individual” with a random name and a random net worth is useless for testing systems that serve real UHNWI clients. Our 31 archetypes across 6 niches produce profiles where the name matches the nationality, the industry matches the geography, the asset allocation matches the archetype, and the wealth distribution matches reality.
This isn’t decoration. It’s what makes the data usable for meaningful testing.
How to Evaluate Before Buying
I don’t ask you to trust the marketing. I ask you to test the data.
Free 100-record sample
Download a free UHNWI sample (19 fields, 100 records) or free KYC/AML sample (29 fields, 100 records) right now. No registration, no email gate. Open the CSV and inspect it.
The Balance Sheet Test
Open the sample. Pick any profile. Check whether net worth equals the sum of asset allocations. Check whether the name matches the nationality and geographic niche. Check whether the industry matches the archetype. Check whether the wealth distribution across all 100 records follows a Pareto curve, not a bell curve.
This is the test that exposes generic synthetic data generators. They fail it. Our data passes it.
GDPR Risk Assessment
Not sure how much regulatory risk your current training data carries? Take our GDPR Risk Assessment — 10 questions, instant score, actionable report. It’s free and it contextualizes why Born Synthetic matters for your specific situation.
Certificate of Sovereign Origin
Every dataset purchase includes a Certificate of Sovereign Origin. This document provides:
- Pipeline version and generation methodology
- Confirmation of zero real-data input
- AI/non-AI generation mode used
- Statistical validation results
- Date of generation
This is your audit artifact. When a regulator, auditor, or compliance officer asks where your test data came from, this certificate provides the answer. See our glossary for detailed field-by-field documentation.
The Compliance Advantage You Didn’t Know You Needed
Every dataset ships with zero lineage to real individuals. That sounds like a technical detail until you’re sitting across from a regulator asking where your test data came from.
Under GDPR Article 25, data protection by design means your testing environments shouldn’t contain personal data if alternatives exist. Under the EU AI Act Article 10, training data governance requires documented provenance. Under DORA, testing ICT systems with production client data creates operational risk.
Born Synthetic data eliminates all three concerns simultaneously. No personal data was processed. No anonymization was performed. No re-identification risk exists. The Certificate of Sovereign Origin documents this for your auditors.
Take our GDPR Risk Assessment to see exactly how much regulatory exposure your current testing data creates. It’s free, it takes two minutes, and the results tend to be eye-opening.
Who Buys This Data
Fintech startups building lending, wealth management, or compliance products who need realistic test data during development. You’re moving fast and don’t have time for enterprise sales cycles or integration projects. You need data now.
Banks and financial institutions that need test data for system upgrades, migrations, or new product launches without exposing client data. Your compliance team will appreciate the Certificate of Sovereign Origin.
AI/ML teams training models on financial data who need documented, compliant training sets — especially with EU AI Act enforcement approaching in August 2026. Your training data provenance is about to become an audit item.
Compliance teams testing AML workflows, sanctions screening, and KYC onboarding against realistic edge cases. Our KYC/AML datasets include PEP indicators, risk ratings, and sanctions screening results across 6 geographic niches.
Consultancies and system integrators building demos and proof-of-concepts for financial services clients. You need data that looks real without being real. That’s exactly what this is.
Frequently Asked Questions
What file format is the data delivered in?
CSV. Universal, portable, no proprietary tools required. Fields are documented in the accompanying data dictionary. UTF-8 encoded for international character support.
Is this a one-time purchase or a subscription?
One-time purchase. You buy the dataset, you download it, you own it. No recurring fees, no seat licenses, no usage tracking, no API keys to manage.
Can I use this data for commercial products?
Yes. The license permits use in internal testing, model training, product development, and demonstrations. The data cannot be resold as-is as a competing dataset product. Full licensing terms are included with purchase.
Do you offer bulk discounts or custom datasets?
Yes. If you need multiple niches at Enterprise volumes, custom field additions, or specific archetype distributions, contact us to discuss. We also offer FORGE Mode (zero AI) generation for teams with strict provenance requirements.
How quickly can I get the data after purchase?
Immediately. Pre-generated datasets are available for download as soon as payment processes. Custom datasets typically ship within 48 hours.
Last updated: March 2026
