Replace PII before it
ever touches your pipeline
Hadarac generates synthetic data that is statistically indistinguishable from real data — and completely outside the scope of GDPR, HIPAA, and CCPA. No de-identification. No DPAs. No legal risk.
How it works
Generate, don't collect
import (hadarac)
client = (hadarac).Client(api_key="hdr_••••••••••••")
# Describe your schema — no real data ever sent to Hadarac
dataset = client.generate(
prompt="Customer records: customer_id (UUID), full_name, email, "
"date_of_birth, country (EU only), account_balance_eur, "
"subscription_tier (free/pro/enterprise), created_at",
rows=500_000,
format="parquet",
)
# Safe to use in staging, analytics, ML — no DPA required
dataset.save("customers_synthetic.parquet")
# Legal review? "It's synthetic data generated from a schema description."
# Article 4(1) GDPR: does not relate to an identified/identifiable person. ✓
✓ Generated 500,000 rows in 31s — zero PII processedUse cases
Every team benefits
Replace PII in dev and staging environments
Your developers shouldn't need access to real customer data to do their jobs. Hadarac generates statistically equivalent synthetic records so your non-production environments never see PII.
GDPR Article 25 — Privacy by design
Embed data minimisation at the architecture level. When your pipelines are built on synthetic data from the start, there's nothing to delete, breach, or report under GDPR Article 33.
Safe analytics and ML training
Build analytics dashboards and train ML models on data that mirrors your production distribution — same value ranges, same null rates, same cardinality — without touching a single real user record.
Third-party data sharing without legal risk
Share datasets with vendors, partners, or researchers without redaction workflows, DPAs, or legal review cycles. Synthetic data isn't personal data — it's outside the scope of GDPR entirely.
Compliance
Outside the scope of every major regulation
Synthetic data generated from a schema description — not derived from real individuals — falls outside the definition of personal data under all major privacy frameworks.
European Union
Article 4(1) excludes anonymous data from scope. Hadarac generates data that is anonymous from the start.
United States
Safe Harbour de-identification: 18 identifiers removed. Hadarac generates records that never contained them.
California
Consumers have no rights over synthetic data — it's not derived from them. Zero opt-out burden.
Global
Zero-retention processing: Hadarac never stores inputs or outputs beyond the API response. Evidence-ready for auditors.
This is informational, not legal advice. Consult your DPO for your specific circumstances.
Privacy-compliant data from day one
Free plan includes 15 generations/month. No credit card required. Enterprise plans with DPA and custom data residency available.
Enterprise or healthcare? We offer DPAs and EU data residency. Talk to us →