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AI Operators

AI Operators are trained specialists in human-in-the-loop (HITL) operations. They handle judgment-heavy data labeling, model evaluation, quality assurance, and reinforcement learning tasks with precision and consistency.

Capabilities

What AI Operators deliver

Every AI Operator in our network has been vetted for these core capabilities. We match operators to your specific requirements within these competency areas.

RLHF and preference labeling
Model evaluation and red-teaming
Data quality assurance
Prompt engineering support
Annotation consistency

Common use cases

LLM fine-tuning pipelines
Safety and alignment work
Multi-modal labeling
Evaluation dataset creation
Continuous model QA
Quality Assurance

How we vet AI Operators

Our vetting process goes beyond technical skills to assess judgment, reliability, and founder compatibility.

1

Technical assessment

Role-specific evaluation of skills and experience relevant to ai operators work.

2

Judgment scenarios

Real-world problems that test decision-making ability under ambiguity.

3

Communication review

Written and verbal assessment to ensure clear, professional communication.

4

Reference verification

Background checks and reference calls with previous employers or clients.

5

Trial period

Initial engagement period with clear milestones and performance review.

Ready to hire AI Operators?

Tell us about your needs and we'll match you with vetted operators from our network.