For backend developers, API designers, data engineers, QA engineers, business analysts, data architects and integration architects
Okyline acts as a data quality gateway, isolating bad records while valid data keeps flowing. Executable contracts catch format, completeness, and business rule violations before ingestion. Lightweight CLI under 1MB, embedded Java library, and a local studio that never touches your data.