Generation

Knowledge Encoding

Transform domain expertise into structured representations that guide synthetic data generation with precision and fidelity.

From Expertise to Data

Domain Knowledge Capture

Encode expert understanding of data distributions, constraints, and relationships into machine-readable formats.

Schema-Aware Encoding

Preserve data types, ranges, and inter-column dependencies so that generated data respects the original schema.

Rule Integration

Inject business rules and validation logic directly into the generation pipeline to ensure compliance from the start.