Human data · Frontier grade

Expert ground truth for frontier models.

GoldSet recruits working professionals at scale, screens them on recorded interviews, and deploys certified expert pools for training, evaluation, and RLHF — in weeks, not quarters.

Every expert ships with recorded interview evidence — video, transcript, work sample, and scores.

Certified Specimen GS-2026-0417
Enterprise Account Executive
GTM & Sales · 11 yrs · SaaS, $150K–$2M ACV
Domain depth9.2 / 10
Written clarity8.8 / 10
Work samplePass · Tier 1
Availability12 hrs / week
Recorded interview — 14:32Analyzed & summarized · 3 prompts · verified identity
Outbound recruiting at scale Recorded-interview vetting Scored, searchable pools Deployed in weeks
The refinement process

How a gold set gets made.

Four stages, one standard. We run the same pipeline for every domain — only the ore changes.

Stage 01

Source

Precision outbound to credentialed professionals — by title, specialty, and license — using a GTM engine built to reach the people job boards never do.

Stage 02

Screen

A short written intake filters for credentials, availability, and rate. Only qualified candidates advance to interview.

Stage 03

Certify

Recorded written, audio, and video interviews with domain prompts and a real work sample — analyzed, scored, and summarized into a certificate.

Stage 04

Deploy

Certified experts start on your tasks — on your platform or ours — with QA and replacement guarantees built in.

Proof, not résumés

Every expert comes with evidence.

Competitors hand you a spreadsheet of names. We hand you a searchable pool where every profile carries its own proof of quality.

Exhibit A

Recorded interview

Video and audio responses to domain prompts — watch how an expert actually reasons before they touch your data.

Exhibit B

Work sample

A task mirroring real training work — critique, annotation, or judgment — so output quality is known before day one.

Exhibit C

Scored transcript

Full transcript with AI-assisted analysis: domain depth, communication clarity, and writing quality, scored consistently.

Exhibit D

Verified profile

Credentials, experience, availability, and rate — verified at screening and kept current across the pool.

Two sides of the ledger

Built for the labs. Fair to the experts.

For labs & data vendors

Order a certified pool.

Tell us the domain, the task, and the bar. We deliver a vetted, evidence-backed expert pool ready to work.

  • Hundreds of certified experts in 3–4 weeks
  • Interview evidence reviewable before you commit
  • Overflow capacity for existing vendor programs
  • QA layer and replacement guarantees
Talk to GoldSet
For experts

Get paid for what you know.

Flexible, well-paid work training the models that matter — on your schedule, in your field.

  • Competitive hourly rates for certified specialists
  • 5–15 hours a week, fully remote
  • One interview, many engagements
  • Your recordings shared only with your consent
Apply as an expert
Current veins

Domains we mine first.

We go deep in fields where we hold unfair sourcing advantages — then expand on demand.

GTM · Sales · RevOps Mechanical & CAD Engineering Medicine & Clinical Law & Compliance Finance & Accounting Software Engineering Your domain — ask us
GoldSet AI

The gold standard is a supply chain.
We built it.

Whether you need a thousand hours of expert judgment or want to sell yours — start here.