Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Text data from a real IT helpdesk service center, consisting of 170 English-language email conversations between IT agents and employees.
This dataset contains text-based records capturing legal consultation scenarios in Germany, framed for healthcare-focused analysis.
This dataset contains text-based records capturing legal consultation scenarios in Singapore, framed for healthcare-focused analysis.
This dataset contains text-based records capturing legal consultation scenarios in France, framed for logistics-focused analysis.
This dataset consists of text-based records derived from loan application call scenarios associated with travel-related use cases in Singapore.
This dataset consists of text-based records derived from loan servicing call scenarios in France.
This dataset consists of text-based records derived from loan servicing call scenarios in Germany.
This dataset consists of text-based records derived from loan servicing call scenarios in India, reflecting finance professional interactions related to account…
This dataset consists of text-based records capturing loan servicing call scenarios in Japan.
This dataset consists of text-based records capturing logistics coordination scenarios in the United States, framed for education-focused analysis.
Format: 8kHz/16kHz/24kHz/48kHz,speaker channel separation Content category: Recorders in free conversation without a set topic; Recording condition: Low background noise…
The provider provides licensed, consent-verified speech recordings from native speakers for AI/ML model training.
The provider transforms real-world patient–physician interactions into structured datasets for advanced healthcare AI.
This dataset consists of text-based chat records capturing peer mentorship conversations in India.
Includes structured prompts and comprehensive responses on Physics concepts such as relativistic Doppler effect, quantum error correction, thermodynamics, energy…
This dataset consists of text-based records capturing podcast discussion scenarios in France.
This dataset consists of text-based records derived from podcast discussion transcripts in India.
This dataset consists of text-based records derived from podcast discussion transcripts in Spain.
This dataset consists of text-based records capturing podcast discussion scenarios in the United Kingdom, conducted in English.
1. Overiview Off-the-shelf 50 Million pre-training text data, covering test question, textbook, ebooks, journal and papers, multi-round dialog text, coding and etc.
High-precision, expertly curated datasets derived from real-world clinical interactions.
Available on request. This dataset contains curated multi-turn conversations covering real-world abusive behavior for retail/ online shopping chatbots.
Authoring prompts and responses by native speakers (United States), covering the Retail domain.
This dataset features consumer reviews about products and services of leading online marketplaces.