Manufacturing Intelligence
for Physical AI

One R&D architecture connects field-aware AI, skill knowledge, manufacturing management intelligence, and Digital Twin simulation.

Product brands first.
Foundations made clear.

We disclose each brand’s role and current maturity without exposing confidential model or system architecture.

01 · MANUFACTURING AI CORE

IN DEVELOPMENT

TYCHO Vision

Manufacturing vision AI R&D using field data and Human Ground Truth

FIELD R&D

TYCHO Motion

Research roadmap for work motion and state transitions

R&D ROADMAP

TYCHO Material

Research roadmap for materials and target-object properties

R&D ROADMAP

02 · SKILL KNOWLEDGE

IN DEVELOPMENT

Transforms field evidence, expert knowledge, procedures, and quality criteria into structured Skill Records.

Powered by HK-SkillLexPython Library · Schema · API

03 · MANAGEMENT INTELLIGENCE

IN DEVELOPMENT

Connects drawings and orders to production, delivery, and cost-management workflows.

04 · DIGITAL TWIN

R&D

Structures and simulates process, spatial, and work states in digital environments.

Powered by HK ForgeDigital Twin · Process Simulation

FIELD R&D · HUMAN GROUND TRUTH · SIMULATION