For AI labs

The experts your models need aren't looking for you.

Nomais is the expert-marketplace alternative for AI labs — we actively source senior domain practitioners for model training, RLHF, evaluation, red-teaming, and alignment. Through custom sourcing, we locate and recruit specialists who aren't on any self-service marketplace — delivered vetted and ready to work, faster than a traditional marketplace.

Tell us what experts you need

The problem

The expert-sourcing problem for AI labs

You don't need “someone with a healthcare background.” You need the clinical director who managed a specific trial protocol at a specific institution for 8 years. That level of precision isn't something a job posting finds.

And the people who fit — 10, 15 years deep in their field — aren't looking for gig work. They're not on any AI training marketplace. They have to be found and recruited directly.

This is a headhunter's job, not a job board's — and it has to scale across every field your models enter. Your internal recruiting team isn't built for that pace.

A frontier AI model representing the expert-sourcing bottleneck

The solution

Active sourcing. Any domain. Fast.

You define the spec: domain, seniority, the specific experience required, volume.

We actively seek out the people who fit — wherever they are — and reach out directly. Not matching from a pool; sourced specifically for your spec.

Then we go to them directly. Email, phone. We recruit them in.

They arrive ready to work on Day 1 — no platform middleman, no onboarding overhead.

Need expert calls for investment research? See our expert calls for hedge funds and primary research as a service for systematic funds.

Domain experts engaged in AI model training and evaluation work

How it works

From spec to delivered experts

Step 01

Tell us what experts you need

Chat with your sourcing associate — no form. Describe the domain, seniority, and specific experience required.

nomais.io · requirements
I'm your sourcing associate. What experts do you need?
20 board-certified cardiologists in rare disease — 10–15+ years, for reasoning evaluation.
Understood. Is specific trial protocol experience required?
Yes — Phase III rare disease trials.
I'll actively source candidates who fit — including people not on any marketplace — and have profiles to you fast.

Step 02

We identify candidates

We actively seek out practitioners who fit your spec — wherever they are — and reach out directly. Not matched from a pool; sourced for your requirements.

nomais.io · identification
Vetted expert profiles · fast
Dr. K. Yamada
Clinical Director · trial protocol
Identified
Dr. E. Santos
Cardiologist · rare disease
Identified
Dr. R. Ahmadi
Principal Investigator · Phase III
Identified

Step 03

Active outreach

We reach out directly by email and phone. No waiting for people to find and register on a platform.

nomais.io · outreach
Active outreach
EmailDr. K. YamadaReplied
PhoneDr. E. SantosCall booked
EmailDr. R. AhmadiReplied
EmailDr. M. BergPending

Step 04

Delivery

Experts handed off to your team, ready to work within your existing workflow on Day 1.

nomais.io · delivery
Delivered · ready to work
Dr. K. Yamada
Clinical Director · cardiology
Ready
Dr. E. Santos
Cardiologist · rare disease
Ready
Dr. R. Ahmadi
Principal Investigator · Phase III
Ready

The difference

Nomais vs. expert marketplaces

 Expert marketplacesNomais
Who you can reachOnly people who signed up to the platformAnyone — active outreach, including off-platform
Niche specialistsRarely listed, if at allSourced directly from the field
SetupBrowse, filter, hope someone fitsSend your spec — we source
SpeedDepends who's listedDays, not weeks
ScaleCapped by the pool sizeNo ceiling — parallel across domains

In practice

How AI teams use this

Reasoning evaluation benchmarks

Evaluation

Reasoning evaluation benchmarks

Find 20 senior supply chain directors to build manufacturing reasoning benchmarks for a new model.

Domain-specific red teams

Red-teaming

Domain-specific red teams

Recruit clinical specialists in a specific disease area for medical AI red-teaming.

Expert-annotated training data

Training data

Expert-annotated training data

Source former investment banking analysts for financial model training data annotation.

Experts no marketplace has

Off-platform

Experts no marketplace has

Senior practitioners who never signed up to a platform — found and recruited directly.

Questions

Frequently asked questions

What is RLHF, and why do AI labs need domain experts?
RLHF (Reinforcement Learning from Human Feedback) trains models on human preferences. For frontier quality, the humans must be domain experts — clinicians, lawyers, engineers — who can judge whether a response is actually correct, not just confident. Nomais sources those subject-matter experts directly, off-platform.
What is an expert marketplace alternative?
An expert-marketplace alternative reaches senior practitioners who never signed up to a self-service platform. Instead of filtering whoever registered, Nomais actively recruits off-platform specialists to your spec — like a headhunter, not a job board.
What kinds of domain experts can Nomais source?
Nomais sources senior practitioners across any knowledge domain — healthcare, finance, manufacturing, legal, energy, technology, and others. The requirement is that deep practitioner experience exists in the world; Nomais will locate it.
How does Nomais reach experts who aren't on platforms?
Nomais actively seeks out practitioners in their field and contacts them directly — by email, phone, and wherever they work. It's a custom sourcing process, not a database search, so it reaches senior people who have never registered on any freelance or training marketplace.
How do delivered experts integrate with our workflow?
Experts are handed off directly to your team and work within your existing tooling and review cycles — annotation, red-teaming, or live evaluation sessions. You run the engagement; we source the people.
How is pricing structured?
Pricing is per-expert or per-batch, depending on domain difficulty, required seniority, and volume. Contact Nomais for a quote based on specific requirements.

Define what you need. We'll find them.

Qualified, vetted experts delivered fast.

Tell us what experts you need