Defined.ai Data Marketplace offers ready-to-use datasets and custom data collection across modalities for machine-learning teams. Its marketplace includes image datasets alongside speech, text, video, and other data categories used to train and evaluate AI models.
The product competes in AI training data by combining a dataset catalog with managed collection, annotation, and validation services. It targets enterprises that need sourced, structured, and commercially usable data rather than unmanaged web-scale inputs.

Defined.ai Data Marketplace sells licensed datasets and custom data collection for AI training.


vAIsual Ready Made Datasets offers synthetic and rights-cleared visual data for AI training.


Shutterstock Data Licensing & AI Services provides licensed creative assets for AI model training.


Ready-to-license expert-authored datasets for AI post-training across professional, coding, search, and multimodal tasks.


Luel operates a two-sided marketplace for on-demand video and audio training data, connecting AI enterprises with a distributed contributor network.


Expert-curated datasets and reinforcement learning environments for training and evaluating AI models.


Datoric's build-to-spec data collection service for AI teams.


BigQuery Data Sharing uses Analytics Hub to publish, discover, and access shared analytics assets through governed data exchanges.


Snowflake Marketplace is a catalog where organizations discover and access data, applications, and AI products delivered through Snowflake.

vAIsual Ready Made Datasets offers synthetic and rights-cleared visual data for AI training.

Shutterstock Data Licensing & AI Services provides licensed creative assets for AI model training.

Ready-to-license expert-authored datasets for AI post-training across professional, coding, search, and multimodal tasks.

Luel operates a two-sided marketplace for on-demand video and audio training data, connecting AI enterprises with a distributed contributor network.

Expert-curated datasets and reinforcement learning environments for training and evaluating AI models.

Datoric's build-to-spec data collection service for AI teams.

BigQuery Data Sharing uses Analytics Hub to publish, discover, and access shared analytics assets through governed data exchanges.

Snowflake Marketplace is a catalog where organizations discover and access data, applications, and AI products delivered through Snowflake.

Open, governed data and AI asset sharing capability.
