SOUTH KOREA AI DATA & HUMAN OPERATIONS

SOUTH KOREA AI DATA & HUMAN OPERATIONS

Your Korea Operations Layer for AI Projects.

Your Korea Operations Layer for AI Projects.

Your Korea Operations Layer for AI Projects.

EVALRIA helps global AI and data teams build and operate native Korean contributor pipelines — from sourcing and screening to project coordination, QA, rework, and delivery.

EVALRIA helps global AI and data teams build and operate native Korean contributor pipelines — from sourcing and screening to project coordination, QA, rework, and delivery.

EVALRIA helps global AI and data teams build and operate native Korean contributor pipelines — from sourcing and screening to project coordination, QA, rework, and delivery.

GLOBAL PROJECT. LOCAL EXECUTION.

Global AI moves fast.
Local execution should too.

Managing Korean contributors individually across sourcing, onboarding, communication, replacements and quality control creates unnecessary operational complexity. EVALRIA provides a single Korea-side execution layer for project-specific human data workflows.

GLOBAL PROJECT. LOCAL EXECUTION.

Global AI moves fast.
Local execution should too.

Managing Korean contributors individually across sourcing, onboarding, communication, replacements and quality control creates unnecessary operational complexity. EVALRIA provides a single Korea-side execution layer for project-specific human data workflows.

GLOBAL PROJECT. LOCAL EXECUTION.

Global AI moves fast.
Local execution should too.

Managing Korean contributors individually across sourcing, onboarding, communication, replacements and quality control creates unnecessary operational complexity. EVALRIA provides a single Korea-side execution layer for project-specific human data workflows.

CAPABILITIES

Built around the work.

Built around the work.

Built around the work.

One Korea-side operating layer across human data workflows.

One Korea-side operating layer across human data workflows.

One Korea-side operating layer across human data workflows.

01

AI Data

Project-specific native Korean collection across text, speech, voice, image, and video workflows.

Data Collection · Text Data · Speech / Voice · Image / Video

Data Collection · Text Data · Speech / Voice · Image / Video

02

AI Evaluation

Human review and validation for Korean model outputs and datasets.

LLM Response Evaluation · Comparative Evaluation · AI Output Review · Data Validation

LLM Response Evaluation · Comparative Evaluation · AI Output Review · Data Validation

03

Speech & Audio

Native Korean speech workflows coordinated through one local operating layer.

Conversational Recording · Speech Data Collection · Transcription · Speech / TTS Evaluation

Conversational Recording · Speech Data Collection · Transcription · Speech / TTS Evaluation

04

Language Quality

Korean language quality checks at the final human layer.

Korean Linguistic QA · Localization QA · Translation / MTPE Quality Review · Transcription QA

Korean Linguistic QA · Localization QA · Translation / MTPE Quality Review · Transcription QA

05

Contributor Operations

The operating system behind a project-specific Korean contributor pipeline.

Native Korean Sourcing · Eligibility Screening · Onboarding · Contributor Communication · Replacement Coordination · Completion Tracking

Native Korean Sourcing · Eligibility Screening · Onboarding · Contributor Communication · Replacement Coordination · Completion Tracking

Need a Korea-side execution partner?

HOW WE OPERATE

From requirement to delivery.

From requirement to delivery.

From requirement to delivery.

One workflow. One local operating layer.

One workflow. One local operating layer.

One workflow. One local operating layer.

01

Requirement

Define scope, qualifications, volume, timeline, and acceptance criteria.

02

Source

Activate a project-specific native Korean contributor pipeline.

03

Screen

Screen contributors against eligibility and qualification requirements.

04

Onboard

Align guidelines, workflow expectations, and local communication.

05

Operate

Coordinate participation, progress, replacements, and completion tracking.

06

QA & Rework

Review deliverables and coordinate required corrections.

07

Delivery

Organize approved outputs for final delivery.

ABOUT EVALRIA

The Korea operations layer behind global AI projects.

The Korea operations layer behind global AI projects.

The Korea operations layer behind global AI projects.

EVALRIA helps global AI and data teams build and operate native Korean contributor workflows.

Rather than simply referring individuals, we coordinate the Korea-side layer from sourcing and screening through operations, QA, rework, and delivery.

EVALRIA helps global AI and data teams build and operate native Korean contributor workflows.

Rather than simply referring individuals, we coordinate the Korea-side layer from sourcing and screening through operations, QA, rework, and delivery.

EVALRIA helps global AI and data teams build and operate native Korean contributor workflows.

Rather than simply referring individuals, we coordinate the Korea-side layer from sourcing and screening through operations, QA, rework, and delivery.

LOCAL BY DESIGN

South Korea is our operating focus. We support native Korean and Korean-English bilingual requirements with local communication and project-specific execution.

MORE THAN SOURCING

We don’t stop at candidate introductions. EVALRIA can coordinate sourcing, screening, onboarding, contributor communication, replacements, completion tracking, QA, and rework within one Korea-side workflow.

BUILT AROUND THE PROJECT

Capacity follows the requirement. Contributor pipelines are built around each project’s qualification criteria, workload, timeline, compensation, and acceptance standards rather than a generic static workforce claim.

Project questions, answered clearly.

Project questions
answered clearly.

Project questions
answered clearly.

What types of projects can EVALRIA support?

EVALRIA supports project-specific Korean requirements across AI data collection, annotation and evaluation, speech and transcription, linguistic QA and native Korean contributor operations.

Does EVALRIA provide individual freelancers or managed teams?

Both structures can be discussed depending on the project, but EVALRIA’s core value is managing the Korea-side contributor workflow rather than simply referring individual names.

How quickly can EVALRIA scale a Korean contributor pipeline?

Ramp-up depends on eligibility criteria, assessment requirements, compensation, workload and timeline. EVALRIA evaluates capacity after reviewing the specific project brief.

Which languages and markets do you currently focus on?

EVALRIA’s primary focus is South Korea, with native Korean and Korean-English bilingual contributor requirements.

How can we discuss a project?

Send EVALRIA your project type, required headcount, qualification criteria, workload, timeline and expected deliverables through the contact form or email.

Planning a Korean AI data project?

Planning a Korean AI data project?

Planning a Korean AI data project?

Send us the requirement. We’ll build the Korea-side execution around it.

Send us the requirement. We’ll build the Korea-side execution around it.

Send us the requirement. We’ll build the Korea-side execution around it.

contact@evalria.com

contact@evalria.com