Expert sourcing & vetting
We find specialists with the right qualifications and experience for your project, and verify them before they start work.
Domain experts for AI training
Expert networks for AI training and model evaluation
Many AI models now need knowledge that general annotators do not have. We connect AI teams with vetted domain experts who create training data, evaluate model outputs and guide model development in their field.
We also give qualified professionals a way to apply their expertise to AI training and evaluation projects, on flexible and well-managed engagements.
What our expert networks work covers
Model evaluation
Experts review and rate model outputs for accuracy, safety and usefulness in their domain, and explain what a good answer looks like.
Domain-specific training data
Experts write, review and correct the prompts, answers and worked examples models need to perform well in specialised fields.
Managed expert programmes
We run the whole programme for you: recruitment, onboarding, guidelines, scheduling, quality review and payments.
Who it is for
- AI labs and companies training or fine-tuning models for specialised domains
- Teams evaluating model accuracy and safety in regulated fields
- Organisations that need subject-matter review of AI outputs
- Professionals who want to work on AI training projects in their field
How it works
- 1
Define
The expertise, volume, timelines and quality bar the project needs.
- 2
Source & vet
Qualified specialists found, checked and matched to the work.
- 3
Onboard
Guidelines, training and calibration tasks before experts touch live data.
- 4
Manage & review
Ongoing scheduling, quality review and reporting for the life of the programme.
Frequently asked questions
What kinds of experts are in your network?
Professionals across fields such as medicine, law, finance, engineering, science and languages. We source the specific expertise each project needs.
How are experts vetted?
We check qualifications and experience against the project's requirements and use calibration tasks before experts work on live data.
How do I join the expert network?
Get in touch through our contact page with your field and experience. We will contact you when a suitable project is available.
Can you run the whole expert programme for us?
Yes. Our managed programmes cover recruitment, onboarding, quality review and payments, so your team can focus on the model.
Related services
Contact
Let's move forward.
Tell us what you are working on. We reply within two working days.