Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset contains real world audio recordings of loan servicing call scenarios in the United Kingdom.
This dataset contains audio recordings of loan servicing call scenarios in the United States.
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 speech based records capturing logistics coordination scenarios in India, framed for education focused analysis.
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.
Audio · English · 10,000 hours
The provider provides expert-led pharmacovigilance annotation by structuring adverse drug reactions (ADRs), side effects, patient complaints, medication responses, and…
The provider provides expert-reviewed medical image annotation services across multiple imaging modalities, including CT, MRI, X-ray, ultrasound, pathology slides, 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.
This dataset contains audio recordings capturing mental health therapy sessions in India.
This dataset consists of audio recordings capturing mental health therapy session scenarios in the United Kingdom, conducted in English.
This dataset consists of audio recordings capturing mental health therapy sessions in the United States.
Semi formal conversational audio from parent teacher meetings, capturing school relateddiscussions, student progress reviews, and home school communication patterns.
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.
Audio · English · 10,000 hours
Includes structured prompts and comprehensive responses on Physics concepts such as relativistic Doppler effect, quantum error correction, thermodynamics, energy…
Four egocentric sessions of a laboratory liquid-transfer procedure — pipetting coloured reagent into a test-tube rack — recorded on a Pico 4 Ultra Enterprise headset and…
This dataset consists of text-based records derived from podcast discussion transcripts in India.
This dataset consists of text-based records capturing podcast discussion scenarios in the United Kingdom, conducted in English.