Human expertise for training, evaluating and improving artificial intelligence systems.

ScaleWorkAgency designs and manages specialist contributor programmes for AI companies and research teams. We combine recruitment, qualification, calibration, production support and quality review in one accountable delivery model.

Core capabilities

AI response evaluation

Rank, score and critique model outputs against clear, project-specific rubrics.

Data annotation & labelling

Create clean, consistent labels across text, image, audio, video and structured datasets.

RLHF services

Managed human-preference workflows for ranking, scoring, feedback and critique generation.

Model safety & quality testing

Test model behaviour across policy, harm, bias, hallucination and difficult edge cases.

Prompt & answer creation

Build domain-relevant prompts, reference answers and edited instruction datasets.

Expert AI training tasks

Bring coding, mathematics, language and professional-domain judgment into model training.

Freelance workforce management

Recruit, qualify, onboard, allocate and support specialist contributors under one managed programme.

Operating controls

Contributor vetting and practical qualification Project-specific training and calibration Role-based access and confidentiality Layered review and performance scoring Issue escalation and contributor replacement Secure file exchange and retention planning Delivery reporting and audit-ready records

Engagement models

Discovery sprints, controlled pilots and managed ongoing programmes.

Start a conversation

Use the project enquiry form to share the model objective, expertise, volume, timeline and data sensitivity.

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