Frontier expert network

Vetted specialists, supplied into your program.

Graveiens AI sources, vets and manages credentialed domain experts, in biosecurity and CBRN-adjacent fields, offensive security and cyber, and advanced-STEM PhDs, and supplies them into your own supervised evaluation program. Rigorous vetting, NDAs and secure handling. Your program, your methodology, your determinations.

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What it is

The hardest evaluations need experts you cannot hire fast enough

Expert sourcing for AI evaluation is the practice of recruiting, vetting and managing credentialed domain specialists and supplying them into an organization own evaluation or red-team program. Graveiens AI is that sourcing and management partner: we find and vet experts, place them into your supervised program under NDA and secure handling, and manage the pod so your team can focus on the evaluation itself. We supply and manage the people. We do not run CBRN or biosecurity evaluations in-house, we do not take custody of controlled material, and we do not make safety determinations. Those stay entirely inside your program.

Frontier evaluation depends on scarce, credentialed specialists, and finding and coordinating them is slow, sensitive work. A managed supply partner removes that overhead while keeping a clean separation between who supplies the experts and who runs the evaluation.

See our general specialized workforce
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How it maps to Graveiens AI

Sourcing, vetting and management, under your supervision

Expert sourcing

We find credentialed specialists in biosecurity and CBRN-adjacent fields, offensive security and cyber, and advanced STEM, matched to your program requirements.

Vetting, NDAs and secure handling

Credential verification, confidentiality agreements and controlled information handling on every engagement.

Managed expert pods

We handle recruitment, onboarding and coordination; the experts operate inside your supervised program and methodology, backed by ISO 9001:2017.

The Vetted Supply Framework

Six controls, because trust comes from controls not claims

Every pod runs on six controls, and the sixth is the one competitors rarely state.

Credential verification

Qualifications confirmed against source records before onboarding.

Domain match

Experts matched to the specific field your program needs, not adjacent generalists.

NDA and confidentiality

Signed agreements before any exposure to program content.

Secure handling

Controlled information handling appropriate to the engagement, with the client owning the data environment.

Conflict-of-interest screening

No undeclared ties that would compromise arm's-length supply.

Supervision boundary

Experts operate inside your program; Graveiens AI manages the pod but makes no evaluation determination.

Who it is for

For the programs at the frontier

Frontier lab red teams

Teams needing scarce expert capacity supplied into their own supervised evaluations.

AI Safety Institutes

Institutes commissioning expert-led evaluation under their own governance.

Independent evaluators

Evaluators who need vetted specialist pods to scale their programs without maintaining a standing bench.

How it works

From your requirement to a vetted, managed expert pod

Define needs

You specify the domains, credentials and constraints; we scope the pod and the handling requirements.

Source and vet

We recruit and rigorously vet credentialed experts against your criteria and the six controls.

NDA and secure onboarding

Confidentiality agreements, credential checks and secure handling before any work begins.

Managed pod, your supervision

Experts operate inside your program and methodology; we manage the pod, and you own the conclusions.

How the approaches compare

In-house bench, generalist marketplace, and managed vetted pods

Build an in-house bench

Best for continuous, high-volume frontier programs. Full control and institutional memory, but slow and costly to recruit and vet scarce specialists.

Generalist marketplace

Best for broad professional-task sourcing. Large pools and fast matching, but not vetted for frontier safety domains and with conflict-of-interest and secure-handling gaps.

Managed vetted pods (Graveiens AI)

Best for frontier and specialist sourcing into your program. Domain-vetted, NDA and secure handling, arm's-length, with no in-house evaluation conflict.

Common mistakes

What to avoid when sourcing frontier experts

  • Blurring supply and evaluation, when a partner that does both introduces a conflict of interest.
  • Treating credential checks as vetting, when frontier work also needs domain fit, NDA, secure handling and conflict screening.
  • Sourcing generalists for specialist domains, when adjacent expertise is not the specific field a program tests.
  • Assuming the supplier makes the call, when the determination must stay inside the client supervised program.
  • Overlooking secure handling, when sensitive programs need controlled information handling from the first contact.
FAQ

Questions, answered

What is expert sourcing for AI evaluation?
It is recruiting, vetting and managing credentialed domain specialists and supplying them into an organization own evaluation or red-team program. The buyer keeps the methodology, tasks, data and judgement; the sourcing partner handles finding, vetting and coordinating the experts. Graveiens AI provides this as a managed-pod service across biosecurity and CBRN-adjacent fields, offensive security and cyber, and advanced STEM.
Do you run CBRN or biosecurity evaluations?
No. We source and supply vetted experts into your supervised program. We do not run CBRN, biosecurity or dangerous-capability evaluations in-house, we do not take custody of controlled material, and we do not make safety determinations. Those responsibilities stay entirely within your program. This boundary is deliberate and is part of what makes us a clean, arm's-length supplier.
Who supervises the experts?
You do. The experts operate inside your program, methodology and governance. Graveiens AI handles sourcing, vetting, NDAs, secure onboarding and pod management, but the direction of the work and every conclusion belong to your team. We manage the people and the process of supply; you own the evaluation.
How are experts vetted?
Through six controls: credential verification against source records, domain-fit matching, signed NDAs before any exposure to program content, secure information handling, conflict-of-interest screening, and a clear supervision boundary. We match experts to the specific field your program needs rather than to adjacent generalist expertise.
Which domains can you source?
Biosecurity and CBRN-adjacent fields, offensive security and cyber, and advanced-STEM PhDs, among others we scope with you. We mirror the domain taxonomy that frontier red-teaming programs use. If you need a domain outside our current reach, we will say so during scoping.
Are the experts under NDA and how is confidentiality handled?
Yes. Confidentiality agreements are signed before any exposure to program content, and each engagement runs under secure handling appropriate to its sensitivity, with your organization controlling the data environment. Conflict-of-interest screening is part of onboarding so that supply stays arm's-length.
How is this different from your domain-expert evaluation service?
Domain-expert evaluation is a managed service where Graveiens AI grades your model against a rubric and delivers a verdict. This service supplies experts into your own program and delivers no verdict of its own; you run the evaluation. It also differs from our general specialized workforce, which covers routine annotation and talent rather than frontier sourcing.
What is your security and certification posture?
Graveiens AI holds ISO 9001:2017 quality-management certification and is building information-security capability toward SOC 2 and ISO 27001. We present that work as in-progress rather than as certification we already hold, and we will share exactly where it stands before any engagement so you can assess it against your program requirements.

Scale your evaluation program with vetted frontier experts

Tell us the domains and constraints, and we will scope a sourcing and managed-pod program that runs under your supervision.

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