Request the datayour model actually needs.
Browse the kinds of data CNTXT captures and labels. Request a category or a custom collection.
Data captured from real work, labelled and checked by people
Text
Content moderation labels
Text reviewed and labelled against your moderation policy, in Arabic and English, with human quality assurance.
- Moderation
- Policy review
Text
Ranked model responses
Prompts annotated and model responses ranked by people, for fine-tuning and evaluation.
- Eval ranking
- Prompt annotation
Text
Sentiment and entity labels
Text labelled for sentiment and named entities, with human-in-the-loop quality assurance at 98% labelling accuracy.
- Sentiment
- Entities
How do I request data?
Add the categories you need to your request, then send it. The contact form opens with your list filled in. You can also ask for a custom collection.
Can you collect data that is not listed?
Yes. We source domain-specific datasets, collect in the field, integrate with enterprise systems and generate synthetic data in controlled environments.
How accurate is the labelling?
Text, image, video and audio are labelled at 98% accuracy, with human-in-the-loop quality assurance.
Which Arabic dialects do your annotators cover?
More than 25, including Gulf, Egyptian, Levantine and Maghrebi Arabic.
Need data that is not in the catalogue?
Tell us the task, the environment and the labels. We will scope a custom collection with you.

