A language task, a software task and a user study need different people. We use relevant community relationships to recruit against the assignment, then apply the checks agreed for that work.
We work with your team to define the participant profile, instructions, outputs and review process before the work begins.
Credentialed evaluators and specialists, matched to the exact domain, language or geography a requirement needs.
Annotation, transcription, translation and labelling at volume, across audio, video, image and text, run as one managed pipeline.
Domain-grounded model grading, evaluation and research participation from practising professionals.
Your research team defines the methodology and acceptance criteria. Together, we agree selection, task instructions, participant consent, data handling and output review. Propel coordinates recruitment, participant support and the agreed delivery records.
For a new evaluation task, agree a pilot before expanding the programme.
A difficult three-language requirement: Wolof, French and English. Propel found the people, ran the annotation workflows and fed the NLP layer over four months.
Read the Orange engagement →A cohort of 100+ specialists across five languages, with the client’s quality requirements built into production.
Read the story →Propel activated its ecosystem to support data acquisition across emerging markets, delivering 100,000+ data sets.
Read the Defined.ai engagement →Need people building with your platform?
AI data & research is for contributors who supply data, expertise and evaluation work. For developers building applications and integrations on your technology, see developer activation.
