Synthetic data
Synthetic data covers tools that generate artificial data for training.
In brief
Synthetic data, in brief.
What it isSynthetic data covers tools that generate artificial data for training.
Where it sitsOne of 12 categories in the Data layer. Data is what models learn from and read: datasets, labelling services, document parsing, synthetic data, and the pipelines and databases that carry data into AI applications.
What we track24 products, including Bifrost, distilabel, Duality Falcon, Faker and Gretel (now part of NVIDIA).
The products
24 products in Synthetic data.
Each name opens a search for that product in our index.
ProductMakerIts own site
From our census of 2026-11-08. A product listed here is one that belongs in this category; the search answer says whether we have checked it.
Questions
Synthetic data, answered.
What is Synthetic data in AI infrastructure?Synthetic data covers tools that generate artificial data for training.
Which layer of AI infrastructure is Synthetic data in?Synthetic data is in the Data layer. Data is what models learn from and read: datasets, labelling services, document parsing, synthetic data, and the pipelines and databases that carry data into AI applications.
Which products are in Synthetic data?We track 24 products in Synthetic data, including Bifrost, distilabel, Duality Falcon, Faker, Gretel (now part of NVIDIA), Gretel Synthetics (archived library), Hazy (SAS Data Maker) and K2view Synthetic Data. The full list is on this page.
Data
The other categories in Data.
AI training data licensing marketplacesData & model version controlData catalogs and governance for AIData pipelines for AIData quality and curationDatasetsDocument parsing / OCRLabeling / annotationMultimodal data lakes & AI-native data formatsOperational databases for AI apps & agentsPII redaction and data privacy for AI