Generative AI
Preference, evaluation and supervised datasets for models that generate useful, relevant responses.
- Evaluation rubrics
- Expert contributors
- Reviewed outputs
ScaleWorkAgencyIndustries
Specialist work deserves specialist judgment.
We focus on AI use cases where language, technical knowledge or safety context materially changes what good data looks like.
Software engineering
Code review, debugging, test creation and technical evaluation with qualified developers.
- Code execution
- Debugging
- Test creation
Language models
Multilingual evaluation, localisation, intent work and culturally informed quality review.
- Local context
- Fluency checks
- Multilingual safety
Mathematics
Problem creation, solution verification and reasoning-quality assessment by capable specialists.
- Verified solutions
- Difficulty grading
- Error analysis
Customer support AI
Conversation labelling, policy adherence, tone review and realistic support scenarios.
- Intent and tone
- Policy adherence
- Conversation quality
Safety evaluation
Policy testing, red teaming and structured identification of harmful or unreliable behaviour.
- Adversarial prompts
- Failure taxonomy
- Severity review
Need another specialist domain?
We confirm capability before we make a claim.
Share the exact expertise, language and review level. We’ll assess the contributor profile and operating requirements.