Synthetic Document Data
From People Who Don't Exist
Synthetic documents and coherent identity data for training document AI, OCR, and NLP models with cross-field dependencies and record-level consistency that random generators can't reproduce.
Jordan Davis
SSN: ***-**-4821
W-2 Wage and Tax Statement
42 fieldsWhy Synthetic Data?
Access to real-world data is constrained by privacy regulations and re-identification risk. SymageDocs generates statistically grounded synthetic populations with preserved cross-field dependencies and internally consistent identities — across forms like W-2s, 1040s, and CMS-1500 healthcare claims — all without using any real personal data.
Train document AI, OCR, parsing, and NLP systems on structurally realistic data while removing compliance and privacy exposure from the pipeline.
Data Quality
Coherent Identities, Not Random Fields
Not random rows. Coherent identity records that behave like real people.
Most synthetic data tools generate independent records. SymageDocs creates complete identities where every attribute logically aligns.
Typical Synthetic Data
Randomly generated records. Fields are independent and often statistically unrealistic — a 19-year-old cardiologist, an 82-year-old college student.
Symage Synthetic Identity
Michael Chen
Coherent Identity
One internally consistent identity. Age, occupation, household, and documents all reflect real-world statistical structure and cross-field dependencies.
Most tools generate rows. SymageDocs creates structured data with a story.
How Our Synthetic Document Generation Works
A simple three-step process: create the synthetic identity, populate the form, download your dataset.
Maria Chen
Age 34 · Software Engineer
Why ML Teams Choose SymageDocs for Document Training Data
Coherent Identities, Not Random Fields.
Each synthetic identity preserves cross-field dependencies and real-world correlations. Income distributions, filing patterns, and demographic attributes reflect real-world statistical structure.
We Take the P out of PII.
Our data is programmatically generated, not de-identified or transformed from real individuals. No underlying PII and no re-identification risk. Use it confidently across teams, regions, and regulatory frameworks.
Growing Library of Documents. Pipeline Ready.
Tax returns, healthcare claims, insurance applications, legal documents spanning multiple form types and versions. Every document preserves cross-document identity consistency.
Built for the World's Most Regulated Industries
HIPAA-Ready
AI training without patient data risk.
GDPR-Safe
No personal data. No privacy exposure.
SOC 2 Aligned
Built to meet enterprise security standards.
PCI-DSS Friendly
Train models without exposing financial records.
Synthetic Document Data Use Cases
OCR & Document Parsing
Generate thousands of filled forms — handwritten, typed, scanned — to train document extraction models without touching a single real tax return or medical record.
Fraud Detection Systems
Train models to detect altered, forged, or inconsistent forms using both clean and intentionally corrupted synthetic datasets generated from the same underlying population model.
KYC & Onboarding Workflows
Test identity verification pipelines using synthetic applicants whose IDs, addresses, and supporting documents all corroborate because they're generated from the same underlying identity record.
AI Pipeline Dev & QA
Replace production data in dev and staging environments with SymageDocs output. Your engineers get realistic data. Your compliance team sleeps soundly.
Simple Pricing
Start free. Scale when you need more.
Pro
$79/mo
billed annually
For growing teams
- 1,600 credits/month
- Credit packs from $0.05/credit
- PDF + JSON + CSV output
- Handwritten output
- Priority support
Scale
$175/mo
billed annually
For production workloads
- 5,000 credits/month
- Credit packs from $0.05/credit
- PDF + JSON + CSV output
- Custom forms
- Handwritten output
- Priority support
Enterprise
Custom
Custom volume & SLA
- Unlimited credits
- PDF + JSON + CSV output
- Custom forms
- API access
- Deploy behind your own firewall
- Dedicated support
- SLA
Pro
$79/mo
For growing teams
- 1,600 credits/month
- Credit packs from $0.05/credit
- PDF + JSON + CSV output
- Handwritten output
- Priority support
Scale
$175/mo
For production workloads
- 5,000 credits/month
- Credit packs from $0.05/credit
- PDF + JSON + CSV output
- Custom forms
- Handwritten output
- Priority support
Enterprise
Custom
Custom volume & SLA
- Unlimited credits
- PDF + JSON + CSV output
- Custom forms
- API access
- Deploy behind your own firewall
- Dedicated support
- SLA
How credits work
- Simple typed PDFs cost 20 credits (~$1 at base rate)
- Handwritten PDFs cost 40 credits (~$2 at base rate)
- Complex forms (25+ fields) may use additional credits based on complexity
- Tabular datasets: 50 rows per credit
Frequently Asked Questions
What is synthetic document data?+
Is SymageDocs data HIPAA and GDPR compliant?+
What forms does SymageDocs support?+
How is SymageDocs different from Faker or random data generators?+
Can I use SymageDocs to train Google Document AI or Azure AI Document Intelligence?+
What output formats are available?+
Start With 200 Credits. Free.
No credit card. No commitment. Generate your first synthetic dataset from SymageDocs in under two minutes.
Generate Your First Dataset