Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
A dataset of 1,000 English-language conversations designed for Red Teaming discrimination testing in GenAI systems.
This dataset contains speech based records capturing financial advisory discussion scenarios in Canada, framed for IT focused analysis.
This dataset contains text-based records capturing fraud investigation scenarios in the United Kingdom.
This dataset contains text-based records capturing healthcare follow-up scenarios in the United Kingdom, framed for healthcare-focused analysis.
This dataset consists of text-based records capturing logistics coordination scenarios in Canada, framed for GovTech-focUnited Statesed analysis.
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 contains de-identified clinical case summaries.
This dataset consists of text-based records capturing telecom network issue scenarios in India, framed for legal-focused analysis.
Available on request. This dataset contains curated multi-turn conversations covering real-world trust and safety scenarios.
Audio recordings of credit committees performing spoken risk assessments and applicant evaluations.
A multi-turn benchmark dataset built by benchmarking BFCL to evaluate agent action performance across finance, legal, medical, manufacturing, and defense domains.