The platform for Data-Centric AI
Category: Code & Development. Pricing: priced per the vendor's website. Last modified: 2026-09-11.
YData Fabric is a comprehensive platform designed for data scientists to manage data quality, automate data profiling, and generate synthetic data. It provides orchestration tools for scalable data pipelines, enabling teams to build more reliable AI models faster. The platform integrates data cleaning, preparation, and synthetic data generation within a unified environment.
Not editorially tested: One AI Guide has not published a complete hands-on test record for this tool.
Published by LUMIVEX for One AI Guide.
Editorial lead: Said El Moussaoui. Our methodology is published at /how-we-rate.
Official vendor website: see the vendor link below.
YData Fabric is a code & development tool. The platform for Data-Centric AI.
The One AI Guide catalog currently records YData Fabric as priced per the vendor's website. This is a directory summary, not a current vendor quote; always check the vendor's site for the latest plans before signing up.
The catalog does not currently record YData Fabric as Free or Freemium. That is not proof that no trial or limited offer exists; check the vendor's site for current options.
Common use cases include Improving model performance through data cleaning and preparation, Generating synthetic datasets to replace or augment sensitive real-world data, Mitigating bias in credit scoring datasets, and Predictive maintenance failure detection.
The One AI Guide catalog currently highlights these strengths: Automates data profiling and exploratory data analysis; Generates privacy-compliant synthetic data with high statistical accuracy; Provides scalable, Kubernetes-native data pipeline orchestration.