Real-world physical AI data, collected on-site in Vietnam

The tasks you need, for less than in Korea, in the volume you need.

Workers trained at our Physical AI DATA LAB in Vietnam perform your task on a real factory floor while we record it. Companies request the data; Vietnamese staffing partners supply the workforce.

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Illustration of a sample: worker-view video, hand pose and task-step labels.

Physical AI DATA LAB

Every project starts at our data lab in Vietnam.

We run the lab as the starting point: it trains the workers on your task, sends the qualified ones to the site with a supervisor, and finds the factory that fits your conditions. Collection then runs on a setup that was prepared for your request.

Opened in Vietnam in November 2026

Physical AI

DATA LAB

Vietnam

  1. Task training

    Workers are trained on the task you ordered before they go anywhere.

  2. Workforce dispatch

    Workers who passed the skill check are sent to the site together with a supervisor.

  3. Factory and environment matching

    We find and match the factory and environment that fit your conditions.

On-site data collection

Entrance of the LIKELION Physical AI DATA LAB, with the opening ceremony sign
Two staff reviewing recorded task footage on monitors in the QA zone
A worker wearing a head-mounted camera cutting cardboard in the package production area
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For companies

Request the data you need

Pick the environment you need

We collect by environment, from homes to factories and shops. Factory sites can be browsed now; for other environments, send a request and we will scope it.

House

Household chores in a real home setting.

  • Folding laundry
  • Washing dishes
  • Tidying up
Submit a request

Sports

Movements from sports and exercise.

  • Throwing and kicking
  • Racket swings
  • Gym equipment
Submit a request

Factory

Process work on production lines and workstations.

  • Picking
  • Packing
  • Sorting
  • Assembly
Browse sites

Logistics & warehouse

Finding, moving and stacking goods in a warehouse.

  • Shelf picking
  • Stacking boxes
  • Sorting parcels
Submit a request

Retail

Handling products on a shop floor.

  • Shelf stocking
  • Restocking
  • Checkout
Submit a request

Kitchen & F&B

Work in kitchens and food and beverage outlets.

  • Food prep
  • Cooking
  • Plating
Submit a request

Office

Hands-on tasks at a desk or around an office.

  • Filing documents
  • Office equipment
  • Organising supplies
Submit a request

Something else

Not on the list? Describe the task and the environment in your request and we will scope it.

Submit a request

What you receive

Worker-view video

First-person footage of each task, from the operator's point of view.

Motion and pose

Hand and body keypoints tracked through the task.

Task labels

Task steps marked as time segments along the footage.

Each dataset comes with details of the site where it was collected: location (GPS), industry and business type, headcount, main tasks, site environment and internet connectivity. Frame rate, camera views, label schema and delivery format are agreed per request.

How it works

  1. 01

    Request

    Tell us the environment, data types and hours you need.

  2. 02

    Environment design

    We design the factory setup, task procedure and capture method.

  3. 03

    On-site collection

    Trained workers collect data on the factory floor.

  4. 04

    Review

    We check data quality and that your requirements are met.

  5. 05

    Delivery

    Data is handed over in the format and way we agreed.

Submit a request

Tell us the task, data formats, hours and period. We match a site and workers and come back with a plan.

Submit a request

Browse sites

See the factories and offices already in our pool, and request a specific one.

Browse sites

For staffing companies in Vietnam

Workforce partners in Vietnam

We build data collection teams together with Vietnamese staffing companies.

Task training at the DATA LAB

Workers are trained on the task at the Physical AI DATA LAB before they go on site.

Placement on collection projects

When a data collection project needs people, trained workers are placed on it.

A supervisor on site

A LIKELION supervisor goes to the site with the workers.

  1. 01

    Apply

    Company details, how many workers you can supply and where.

  2. 02

    Review

    Our Vietnam team contacts you to talk it through.

  3. 03

    DATA LAB training

    Workers are trained to the task standard.

  4. 04

    On-site collection

    Trained workers go on site and data is collected.

Đăng ký đối tác cung ứng nhân lực

The application page is in Vietnamese.

Recent projects

People working at tables cutting and handling paper pieces
A worker seated at a table with paper templates
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Fine handcraft task data

about 93% usable data yield

A worker handling plastic film beside factory machinery
Workers sorting plastic sheeting from sacks on the factory floor
A worker handling plastic bags in the factory
Workers sorting black and red straps on the floor
A worker handling a rope spool
A worker handling a rope spool on the factory floor
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Factory machine-work data

about 61% usable data yield

  • 2 on-site collections in Korea
  • 1 to 3 cohorts of on-site collection in Vietnam
  • 2026.11 DATA LAB opened in Vietnam

Why LIKELION

A Vietnamese entity and the Physical AI DATA LAB

We have a Vietnam entity and run the Physical AI DATA LAB.

We have run the training-to-collection loop

Training, dispatch and collection are one process we have already operated.

Korean-speaking PM, Korean contract

Your project manager speaks Korean and the contract is in Korean.

A local factory network

We work with a network of factories in Vietnam.

Tell us what you need to capture.