- contact@insightdatagen.com
Generate realistic test data for any format — structured databases, documents, and streaming pipelines. Privacy-compliant synthetic data that accelerates development, testing, and data-science workflows.
Define your schema, let AI generate realistic data, validate against rules, and ship to wherever consumes it.
Import or build schemas with business rules, referential integrity, and value constraints.
Algorithms produce realistic data with statistical accuracy across columns and tables.
QA validation and custom business-logic transforms before delivery.
Output to files, databases, APIs, S3 buckets, or Kafka pipelines.
The formats your test, dev, and ML pipelines actually consume.
Tabular and relational data with full referential integrity and realistic distributions.
Realistic documents for testing OCR, form-extraction, and document-AI pipelines.
Event streams for load testing, anomaly testing, and Kafka pipeline validation.
AI-driven generation, statistical fidelity, privacy compliance, and the integrations your platform team needs.
Models learn realistic patterns and relationships from a reference sample.
GDPR & HIPAA-aligned synthetic data — no PII leaks from source samples.
Complex constraints, conditional generation, and business-rule enforcement.
Millions of records in seconds — parallel generation across worker pools.
RESTful APIs for headless generation in CI / CD and ML pipelines.
Maintains distributions, correlations, and edge-case frequencies from real data.
Versioned schemas and generation recipes — reproducible across runs.
Generate locale-aware data for internationalization testing.
Each role gets a tuned workflow — the right data, in the right format, at the right scale.
On-prem and private-cloud deployment. Synthetic data generated and delivered inside your infrastructure.
On-premise and private-cloud deployment. All generation happens within your infrastructure — no source samples leave your network.
GDPR, HIPAA, SOC 2, and CCPA aligned. Audit trails on every generation run, RBAC, encryption at rest and in transit.
Direct file export, database connectors, RESTful APIs, S3 buckets, and Kafka pipelines — ship to whatever consumes it.