Expertise · Expert sourcing
Expert sourcing for AI training and evaluation programs
Expert sourcing is the Kernavique Expertise service that supplies named, vetted professionals for a defined evaluation or data program. Our pool covers English-law solicitors and barristers, chartered accountants and tax specialists, clinicians, front-office finance, and compliance and financial crime. You see who each expert is and what they are qualified to judge before they start. It is for AI labs, vertical-AI builders and data vendors that need real domain judgment.
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Expert sourcing
What you get
Named experts
Each expert introduced by name, with their qualification, practice area and what they are qualified to judge.
Confirmed qualifications
Each qualification checked with the relevant register or professional body before the expert is introduced.
A conflict check
Each expert checked against your brief, including the clients and employers they have worked for in the domain you are testing.
A way of working that fits
Experts work per deliverable where the program allows it, or join a managed team with a lead.
How it runs
- BriefThe domain, the task, the qualification needed and the volume of work.
- VetWe confirm qualifications, review practice history against your domain and run the conflict check.
- IntroduceNamed experts with our notes, for you to approve before any material is shared.
- StartConfidentiality terms in place, then the work begins. We stay in touch through the program.
When it fits
- You are building a legal, tax or clinical evaluation set and need qualified people to grade it.
- Your current reviewers can follow a rubric but cannot spot a wrong answer in a specialized domain.
- A customer will ask who checked your model’s legal or clinical output, and you need a qualified answer.
Who it is for
- AI labs training models in professional domains
- Vertical-AI builders in legal, tax, health and finance
- Data and evaluation vendors
Questions buyers ask
- How do you vet experts?
- We confirm each professional’s qualification with the relevant register or professional body and check their practice history against your domain. We then run a conflict check against your brief before introducing them.
- Can we speak to experts before they start?
- Yes. You see each expert’s name, qualification and our notes, and you can speak to them before approving. No material is shared until you approve and confidentiality terms are in place.
- Are UK-qualified professionals suitable for US AI programs?
- For many programs, yes: legal reasoning, accounting judgment and clinical knowledge carry across to evaluation and rubric work. Where a program needs a US qualification, we say so at the brief.
- What if we need a domain you do not list?
- Tell us on the brief call. If it sits outside our pool, we say so rather than stretch a nearby qualification to fit.
Related services
- ExpertiseEvaluation panelsSmall panels of qualified practitioners who grade, rank and write rubrics against your brief, where one expert’s view is not enough.
- ExpertiseManaged expert teamsA team of vetted professionals with a lead, delivering per deliverable rather than per hour, managed through one relationship.
- AdvisoryExpert Program DesignA written design for an expert training or evaluation program, yours to run with any supplier: pool, vetting, deliverables and legal structure.