Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Authoring prompts and responses by native speakers (United States), covering the Finance domain.
This dataset consists of text-based records capturing financial advisory discussion scenarios in the Philippines, framed for travel-related analysis.
This dataset contains text-based records capturing fraud investigation scenarios in the United Kingdom.
The provider delivers fine-grained medical annotation covering symptoms, diagnoses, conditions, comorbidities, and lifestyle-related risk factors with clinically…
This dataset contains text-based records capturing healthcare follow-up scenarios in the United Kingdom, framed for healthcare-focused analysis.
Authoring prompts and responses by native speakers (United States), covering the Healthcare domain.
The provider standardizes medical terminology by mapping clinical concepts to ICD-10 and MedDRA, ensuring datasets are compliant, interoperable, and ready for downstream…
Authoring prompts and responses by native speakers (United States), covering the Insurance domain.
Text data from a real IT helpdesk service center, consisting of 170 English-language email conversations between IT agents and employees.
This dataset consists of text-based records capturing legal consultation scenarios in Australia, framed for cybersecurity-focused analysis.
This dataset contains text-based records capturing legal consultation scenarios in Singapore, framed for healthcare-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 India, reflecting finance professional interactions related to account…
This dataset consists of text-based records capturing logistics coordination scenarios in the United States, framed for education-focused analysis.
This dataset consists of text-based records capturing logistics coordination scenarios in Canada, framed for GovTech-focUnited Statesed analysis.
The provider provides expert-led pharmacovigilance annotation by structuring adverse drug reactions (ADRs), side effects, patient complaints, medication responses, and…
This dataset contains text-based records capturing medical inquiry scenarios in the United Kingdom, framed for insurance-focused analysis.
The provider provides a comprehensive medical text annotation service that transforms unstructured healthcare content into structured, AI-ready datasets.
Includes prompts and responses on clinical scenarios such as COPD management, pediatric respiratory distress, stroke care, pharmacology, and differential diagnosis.
The provider structures and annotates patient-generated content, including photos, scanned prescriptions, lab reports, handwritten notes, and other user-uploaded medical…
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 derived from podcast discussion transcripts in India.