Elite human intelligence for GenAI

Asia's Elite Human Intelligence Hub

Empower your GenAI model development with precision-trained
human data services from Asia's best.

LLMs

Coding

Science

Medical

Legal

15K+

Pre-vetted experts

100%

Pass rate

20+

Countries with our talent

Our talent comes from

(*) EveryMatch is not affiliated with, endorsed by, or associated with these companies.

"Accelerating AI excellence through
elite human intelligence"

At EveryMatch, we empower foundation models with precision-trained
human data from Asia's best talent

Our Services

Talent Connection

Integrate Asian specialized GenAI annotators and evaluators into your teams.

Full-Service Annotation

End-to-end human data generation with built-in quality assurance.

Integrate top talent in days

From first contact to operational setup in under 7 days — we make talent integration simple and efficient for your AI development.

Briefing

1-3 DAYS

Tell us your human data hiring requirements and project goals. We'll analyze your needs and create a tailored plan.

AI-Powered Talent Matching interface showing search filters and candidate profiles

View Profiles

24 HOURS

We use AI to vet thousands of subject matter experts each month and present you with pre-screened candidates.

Selection

24 HOURS/BATCH

We choose the top 3% of talent based on your specific requirements and our rigorous vetting process.

Talent selection interface showing multiple candidates and request introduction form

Setup

1-3 DAYS

We set up human data operations for high quality data delivery, including workflows, QA processes, and reporting.

Team onboarding and setting up workflows for new talent

Elevate your GenAI models with our unique advantages

Specialized expertise

Access to STEM PhDs, engineers, and industry professionals with deep domain knowledge.

Quality control

Multi-layered verification with cross-checks and expert reviews ensures high-quality data.

Multilingual

Native Asian language support at competitive rates for truly global AI models.

Scalable teams

Flexible team sizing and rapid deployment to scale resources based on project needs.

Access full data ownership and scalable GenAI teams

Partner with us to unlock elite human intelligence.

Expert support for all your AI data needs

Our specialized talent network provides the human intelligence your AI models need to reach their full potential.

STEM PhDs and researchers

Science and technology experts for precise annotations

Software engineers

Developers with expertise for code and complex tasks

Domain specialists

MDs, JDs, and PhDs trained in specialized workflows

Multilingual experts

Native speakers across Asian languages for global AI

How we select the top 3% of subject matter experts

From thousands of applicants to just the elite few, our rigorous vetting process ensures only the best make it through.

STEP 1

100%

AI-driven pre-screening

NLP analysis of applications to evaluate skills, experience, and project history.

STEP 2

50%

LLM-based interview

Assessment of problem-solving abilities and domain knowledge in real scenarios.

STEP 3

10%

Domain-tailored evaluation

Specialized tests for each domain — coding, research, or case studies.

STEP 4

In-house Expert Review

Senior experts verify quality and accuracy to ensure alignment with client needs.

Frequently asked questions

Ready to elevate your GenAI models?

Partner with us to unlock elite human intelligence for your AI development.

Access to 15,000+ pre-vetted domain experts

Specialized talent for your specific AI needs

Operational setup in under 7 days