Managed service
We run the whole team
We recruit, vet, train, QA and manage the experts. You get one contact and one invoice.
Solutions
Human data and evaluation, from people you can verify.
Ten ways frontier labs, AI product teams and data vendors use Vettedlance. Every one is delivered by vetted experts, with an evidence pack for each person and a 72-hour paid pilot to start.
US-based, contributors worldwide · Evidence for every expert · Free replacement
What we deliver
Pick the problem. We staff the experts.
Every engagement runs on the same backbone: vetted experts in your field and language, an evidence pack for each person, a 72-hour paid pilot and free replacement. Not sure which fits? Tell us the capability gap and we'll scope it.
- Evaluate LLM evaluation Held-out test sets, rubric scoring and side-by-side comparisons by experts in your field.
- Train RLHF & preference data Pairwise preferences, rubric ratings, rewrites and reasoning traces from credentialed professionals.
- Safety Red-teaming & AI safety Adversarial probes and safety evaluations by domain experts and native speakers.
- Code Agentic code review & coding evaluation Senior engineers grade AI-written code and agent runs, with tests and written verdicts.
- Audit Hallucination & fact-check audits Claim-by-claim checks against primary sources, with every error logged and graded.
- Experts Domain expert evaluation Physicians, lawyers, finance professionals and STEM PhDs, credentials checked at the source.
- Languages Multilingual & low-resource language evaluation Arabic (MSA and dialects), Urdu, Spanish, Portuguese and more, by native speakers.
- Capture Egocentric & physical-AI video capture First-person video of real tasks from vetted contributors, captured to your spec.
- Speech Audio & speech data Recording, transcription and speech-model evaluation by verified native speakers.
- Data Data partnerships & licensing Rights-checked company data, sourced to your spec through our partnership program.
Ways to work with us
However you buy, the bar is the same.
Pricing
Pilot first, then your choice
A 72-hour paid pilot, then per approved hour, per task, a managed pod or a direct hire with no fee until someone starts.
Integrations
We work in your tool
Label Studio, CVAT, Encord, Labelbox, Argilla, Prodigy, SuperAnnotate, or your own platform.
How vetting works
Every expert comes with the evidence.
Rather than a profile and a score, you get the record behind each person on your project, and you can review it before they start.
- Recorded AI video interview with the full transcript and a scored rubric
- ID and liveness check, with duplicate-account detection
- Credentials checked with the issuing body where the role needs them
- Integrity flags from the interview, shown to you in plain words
- Paid calibration against gold answers before any client work
Get started
Tell us the gap. We'll scope the pilot.
Every engagement starts with a 72-hour paid pilot. We reply to every request within two business days.
Talk it through
A 30-minute call with the founding team. Bring the task, the domain and your quality bar.
Get a quote
Share the scope in two minutes: service, team size, languages, start date and budget band.