TYCHO
Manufacturing AI Core
Manufacturing AI that interprets evidence from real operating environments.
IN DEVELOPMENTHyperKinetics
Manufacturing Intelligence
for Physical AI
We connect field data and human expertise
with AI, knowledge, and simulation.
01 Our Purpose
Technology begins with
people and the shop floor
HyperKinetics does not pursue automation simply to remove people. We build technology that preserves and extends expertise accumulated through years of practice.
We connect human motion, process context, and quality judgment in a coherent manufacturing knowledge system. Working with manufacturers, research institutions, and technology partners across regions, we validate our approach in operating environments and adapt it to high-mix, low-volume, and project-based production worldwide.
02 Intelligence Pipeline
Turning expertise into intelligence
From observation to structured knowledge and application, every step is designed to preserve the meaning of real work.
- 01
Observe Field context
Capture movement, tools, materials, and process conditions together.
- 02
Decompose Action units
Break complex work into meaningful actions, states, and decisions.
- 03
Structure Knowledge model
Link shop-floor language, quality cues, and measurable variables.
- 04
Apply System transfer
Prepare validated knowledge for digital twins and intelligent systems.
03 Four Core Technologies
Four technology brands connect the field to Physical AI
AI, manufacturing knowledge, management intelligence, and simulation work as one R&D system.
HK Seymaturbino
Manufacturing Skill Knowledge Engine
Structures expert knowledge so systems can retrieve, connect, and reuse it.
POWERED BY HK-SKILLLEX · R&DPACIOLI
Manufacturing Management Intelligence
Connects drawings, orders, and production data for better decisions.
IN DEVELOPMENTEULER
Digital Twin & Simulation Engine
Structures and validates processes and motion in digital environments.
POWERED BY HK FORGE · R&DTechnology Architecture
A connected manufacturing R&D architecture
Each component is shown at its current development stage.
HyperKineticsManufacturing Intelligence & Physical AI R&D
TYCHO
IN DEVELOPMENTHyperKinetics Manufacturing AI Core — In Development
TYCHO Vision
Manufacturing vision AI R&D using real field data and Human Ground Truth
FIELD R&DTYCHO Motion
R&D Roadmap
TYCHO Material
R&D Roadmap
HK Seymaturbino
IN DEVELOPMENTManufacturing Skill Knowledge Engine for structured expertise
Manufacturing Skill Knowledge Engine
Powered by HK-SkillLexPython Library / Schema / API
Drawing & Order Intelligence
R&DR&D connecting drawings and order information
HK Digital Twin / Forge
R&DLinking process, spatial, and work knowledge to digital environments
HK Samjin Industries
TESTBEDManufacturing Testbed
Manufacturing field validation, testbed, and future production base
04 Field Validation
From data capture to PoC at a partner factory
We record work video, inspect processes, equipment, and tools, interview workers, measure spatial coordinates, and compare repeated tasks. Results are delivered as a process archive, motion report, manufacturing dictionary, and digital-twin-ready dataset.
40+ yrsMarine equipment experience held by our validation partner
≈1,000pyeongApprox. 3,300 m² Samjin Industrial partner site
for recording, mapping, and PoC work
for recording, mapping, and PoC work
2026First manufacturing Physical AI PoC
using work video and process data
using work video and process data
CONCEPT VISIONSimulation-driven Physical AI
SJ
Manufacturing Validation Partner
With more than 40 years of marine equipment manufacturing experience and an approximately 3,300 m² production site, Samjin Industrial supports HyperKinetics in field observation, data collection, and process validation as a manufacturing testbed partner.
05 What We Deliver
Tangible outputs for manufacturing teams
Our engagements produce decision-ready assets that can support subsequent validation, system integration, and automation planning.
Field & Process Archive
A traceable archive of work video, process documents, interviews, and critical scenes organized by process.
Manufacturing Dictionary
A structured vocabulary that links shop-floor terms, tools, quality cues, and work expressions to standard definitions and data fields.
Motion Decomposition Report
An analysis that separates complex work into actions, states, and decisions so patterns and differences can be compared.
Digital Twin-ready Dataset
Structured data representing process sequence, spatial coordinates, equipment relationships, and work events for digital use.
Physical AI PoC
A bounded proof of concept documenting value, technical limits, evidence, and the conditions required for scale-up.
06 Business Portfolio
Manufacturing at the core.
Human intelligence in application.
CORE BUSINESS
Manufacturing
Physical AI
- Skilled-process data capture
- Digital twin readiness
- Field validation and R&D
APPLIED INTELLIGENCE
Motion
Intelligence
- AI-assisted movement analysis
- Biomechanics-based interpretation
- Research and coaching tools
APPLIED INTELLIGENCE
Beauty &
Service AI
- Workflow and customer operations
- Visit and service data
- Human-in-the-loop AI assistance
We carry human experience forward into the next generation of industrial intelligence.
HyperKinetics advances Human-first Physical AI to preserve expertise while improving productivity, safety, and knowledge transfer across industries and regions.
07 Contact
Let us begin with the problem on your shop floor
We welcome manufacturers, research institutions, and technology partners worldwide to discuss field validation, joint R&D, technology collaboration, business partnerships, and investment.
Office & Test Field25-13, Mulgeonneo-gil, Ungchon-myeon, Ulju-gun, Ulsan, Republic of Korea
Manufacturing validation site operated in partnership with Samjin Industrial
Manufacturing validation site operated in partnership with Samjin Industrial