REAL-WORLD DATA — BUILT FOR AI

Power your AI systems with real‑world data

We source the people, capture the environments, annotate the data and deliver production-ready datasets — so your AI team can move faster.

Scope a Pilot
Data Collection Data Annotation AI Training Datasets
120+
Projects delivered
500+
Trained technical specialists
5,000+
Data collaborators nationwide
98%
Client satisfaction rate
What we do

Everything you need, in one place.

Three integrated services to unlock the full potential of your training pipeline

Data Collection

Capture the real world your AI needs — across people, environments, actions and scenarios, wherever the data lives.

  • Multi-camera capture up to 4K/60fps
  • Authentic environments. Real-world behavior.
  • Consent & compliance handled on-site

Data Annotation

Turn raw data into structured intelligence with precision annotation, domain-trained teams and multi-stage quality control.

  • Image, video, audio, text, 3D & document labeling
  • Multi-stage QA with measurable annotation consistency
  • Delivered in industry-standard, model-ready formats

AI Training Datasets

Purpose-built datasets engineered around your model, use case and scale — ready to integrate into your training pipeline.

  • Covers robotics, computer vision, speech & language
  • Ready-to-train exports in the formats you need
  • Full documentation on specs, consent & quality metrics
Why KOSData

Our history is the advantage.

KOSData is built on KOS's 20+ years of workforce and production experience across Vietnam. That means we don't start from zero: we already have the people, local reach, operational know-how and industry access needed to execute complex data programs at scale.

20+
years across top AI-powering fields
08
Branches across Northern Vietnam
250,000+
Members in KOS's social communities
100+
Recruitment collaborators & vendors
Already active in the industries driving AI adoption
Manufacturing & Assembly Banking & Financial Services Retail & Consumer Services Logistics & Warehousing Hospitality & Hotel Operations
How we work

From brief to delivery in five steps.

One proven workflow, built to scale — from a focused pilot to a nationwide production program.

1

Specification

Model requirements translated into a capture or annotation spec — configuration, task scripts, diversity matrix, delivery format.

2

Protocol Design

Hardware setup, guidelines, participant/consent flows and QA checklists built before execution starts.

3

Execution

Domain-trained operators and annotators run the program, with daily progress reports and sample batches for review.

4

QA Review

Multi-stage review by domain-trained QA engineers — consistency, quality, diversity and compliance.

5

Delivery

Dataset delivered in your preferred format, with documentation covering specs, consent and quality metrics.

Need only part of the process? Every stage above can stand alone — from workforce and location sourcing to production and final QA — KOS slots into wherever you need extra capacity, full pipeline or a single service.
Proof of execution

Proof from KOS's own track record.

CASE STUDY · HOSPITALITY STAFFING

Hotel operations workforce deployment (2026)

KOS recruited, trained and deployed front-of-house, housekeeping and F&B staff for Accor-standard luxury hotels — the same sourcing engine that can staff a large hospitality data-capture program just as fast.

800+
Staff deployed
06
Properties covered
87%
Fill rate
Hospitality staffing case study
CASE STUDY · MANUFACTURING STAFFING

Manufacturing workforce supply (2024)

KOS sourced and managed line manufacturing labor for top FDI and Vietnamese producers across EV vehicles, electronics, F&B and textile production.

12,500+
Workers mobilized
25
Production lines
03
Weeks to full staffing
Manufacturing staffing case study

Our Partners

Ready to power your next AI system?

Tell us your brief — we'll scope a pilot within days.

We typically respond within 1–2 business days.