The human intelligence powering better AI

Vetted domain experts delivering AI training data, RLHF, annotation and model evaluation.

100%
Verified contributors
5+
Verification signals per applicant
24h
Median enquiry response
9
Technical disciplines covered
/ About

Signum Field bridges the gap between capability and trust.

Founded by graduates from the University of Cambridge AI community, we help organisations identify, verify, and evaluate high-trust talent for technically demanding work, combining talent intelligence, verification infrastructure, proof of work assessment, and quality control.

Operating at the intersection of research, evaluation and execution. We make capability legible.

Reshaping how organisations source, trust and deploy the people behind their most important AI work.

/ Signal over noise

Reading the signal beneath the surface.

As AI-generated applications become indistinguishable from human work, traditional hiring signals are no longer enough. Signum Field evaluates talent through demonstrated ability, verified provenance, and evidence of execution.

/ Our services

The trust layer for the AI economy.

01 · Sourcing & assessment

Talent Intelligence

Identification and evaluation of specialists across technical and quantitative disciplines, using signals far beyond the CV.

02 · Identity, education, provenance

Verification Infrastructure

Multi-signal verification of identity, credentials and prior work, designed for organisations that cannot afford to get hiring wrong.

03 · Proof of work & ongoing review

Quality Control

Continuous assessment of contributor output through evidence-based review, scoring, and performance monitoring across engagements.

03Fields of practice

Access is granted by review.

Organisations and individuals are both welcome to register interest. We respond personally to every enquiry.