Electronics assembly
Connector insertion, alignment and fastening tasks requiring both vision and force
PHYSICAL AI · KOREA × VIETNAM DELIVERY
Turn one factory task into a
working robot pilot in 8–12 weeks.
One delivery loop from task discovery and demonstration data to robot-policy development, cell integration and KPI validation.
- ✓ Korean-language project coordination
- ✓ Robot- and model-neutral design
- ✓ Vietnam engineering delivery
START WITH ONE TASK
Begin where the automation value is measurable
Instead of buying a platform first, we select one task by repetition, labor burden and quality variance, then agree on success criteria at the site.
Inspection & sorting
Classification, defect isolation and tray rearrangement after visual inspection
Logistics handling
Bin picking, piece picking, packing, tote movement and palletizing
Process assistance
Machine tending, material loading and repetitive operator-assistance motions
DELIVERY LOOP
We do not stop at collecting data
Training data and field deployment share the same KPI, so each pilot result becomes input for the next improvement cycle.
- 01 · DISCOVER
Define task, safety and KPI
- 02 · COLLECT
Capture demonstrations and sensors
- 03 · VALIDATE
QA and classify failures
- 04 · TRAIN
Train and benchmark policy
- 05 · DEPLOY
Integrate and test the cell
- 06 · IMPROVE
Retrain from field logs
ENGAGEMENT OPTIONS
Three ways to start at your current stage
PACKAGE 012–3 weeks
Physical AI Readiness Assessment
We define task candidates, safety and hardware constraints, data access, target KPIs and pilot scope.
- ✓ Task feasibility matrix
- ✓ Site and data requirements
- ✓ Pilot proposal
PACKAGE 028–12 weeks
Task Data & Policy Pilot
For one task, we run data collection, a baseline policy and field validation.
- ✓ Versioned dataset
- ✓ Baseline robot policy
- ✓ KPI benchmark report
PACKAGE 03Ongoing
Managed Physical AI
After deployment, we improve data and policy with failure logs, new variations and changing production conditions.
- ✓ Operations monitoring
- ✓ Data and policy versioning
- ✓ Improvement sprints
ONE TEAM · TWO DELIVERY BASES
Korean field access and Vietnam engineering, as one team
KOREA · CUSTOMER & FIELD
- ✓Task discovery and stakeholder interviews
- ✓Korean-language requirements and project management
- ✓Coordination with customer and field-integration partners
VIETNAM · DATA & ENGINEERING
- ✓Demonstration and sensor-data operations with QA
- ✓Robot policy, vision and platform engineering
- ✓Simulation, testing and retraining operations
WHAT YOU RECEIVE
Decision-ready outputs, not a folder of files
01
Task feasibility and risk matrix
02
Data specification and QA criteria
03
Versioned training dataset
04
Baseline policy and reproducible evaluation
05
Field KPI and failure-mode report
06
Production transition and scale roadmap
Scope and success criteria come first
Timeline and performance depend on the robot, gripper, sensors, data access, process variation and safety requirements. We agree on success and stop criteria during the Readiness Assessment before a pilot begins.
Tell us one task you want to automate.
Share the current process, installed robot and target KPI. In the first meeting, we will map pilot fit and the next required step.