A quick look at how Graveiens AI partners with teams to deliver human data for AI models.
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 workforceWe find credentialed specialists in biosecurity and CBRN-adjacent fields, offensive security and cyber, and advanced STEM, matched to your program requirements.
Credential verification, confidentiality agreements and controlled information handling on every engagement.
We handle recruitment, onboarding and coordination; the experts operate inside your supervised program and methodology, backed by ISO 9001:2017.
Every pod runs on six controls, and the sixth is the one competitors rarely state.
Qualifications confirmed against source records before onboarding.
Experts matched to the specific field your program needs, not adjacent generalists.
Signed agreements before any exposure to program content.
Controlled information handling appropriate to the engagement, with the client owning the data environment.
No undeclared ties that would compromise arm's-length supply.
Experts operate inside your program; Graveiens AI manages the pod but makes no evaluation determination.
Teams needing scarce expert capacity supplied into their own supervised evaluations.
Institutes commissioning expert-led evaluation under their own governance.
Evaluators who need vetted specialist pods to scale their programs without maintaining a standing bench.
You specify the domains, credentials and constraints; we scope the pod and the handling requirements.
We recruit and rigorously vet credentialed experts against your criteria and the six controls.
Confidentiality agreements, credential checks and secure handling before any work begins.
Experts operate inside your program and methodology; we manage the pod, and you own the conclusions.
Best for continuous, high-volume frontier programs. Full control and institutional memory, but slow and costly to recruit and vet scarce specialists.
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.
Best for frontier and specialist sourcing into your program. Domain-vetted, NDA and secure handling, arm's-length, with no in-house evaluation conflict.
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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