SERVICES — S-04 · AUTONOMOUS FACTORY — KOREA MSS PROGRAM SITES

Toward factories that keep runningeven with the lights off.

A dark factory doesn't happen overnight. It's a journey: build the perceive-decide-execute loop, then widen autonomy only as fast as it is verified. We don't promise an unmanned plant — we build factories that keep running with fewer people, step by step.

KOREA MSS AUTONOMOUS FACTORY PROGRAM — SPEEFOX (SELECTED 2025) · CHEXCAR (SELECTED 2026) · AI→PLC VERIFIED · DES ACC 85% CERTIFIED

01CLOSED LOOPPERCEIVE · DECIDE · EXECUTE ON CPS

Not a system that watches.
An OS that runs.

Dashboards show you the problem and stop there. An autonomous factory must close the loop — sense, decide, and execute. VEXPLOR builds the perceive (equipment & vision data) → decide (AI decision-making) → execute (direct machine control) loop on a five-layer CPS architecture.

A closed ribbon of light connecting machines and a decision node

FIG — THE LOOP SIMPLY RUNS

PERCEPTION [ EQUIPMENT · VISION · AAS ] → DECISION [ DES SIM · AI DECISIONING · AAF GATE ] → EXECUTION [ AI → PLC VERIFIED · EDGE VALIDATION ] → LOOPFIG — CLOSED LOOP ON CPS · 8 CORE ELEMENTS: CLOSED LOOP · DES+ABS · AI DECISIONING · 3D TWIN · VISION AI · DIRECT CONTROL · AAS · GOVERNANCE

02GOVERNMENT PROGRAMSAME STACK · TWO PROCESS TYPES

Proving it in Korea's government
Autonomous Factory Program.

AUTONOMOUS FACTORY PROGRAM · SELECTED 2025

Speefox

A high-volume press plant for capacitor cases. MES, digital twin, AI autonomous control, AAS and edge — built as one stack. AMR and EMS figures are AI-supervised integrations of the customer's existing equipment.

STACKMES · UNITY 3D WEBGL TWIN (100MS) · AI CONTROL · AAS (BASYX) · EDGE
SCALE186 PRESSES · 25 AMRS · 6 EMS — VERIFIED · DES ACC 85% — VERIFIED

AUTONOMOUS FACTORY PROGRAM · SELECTED 2026

Chexcar

A used-car remanufacturing plant. The same stack from the 2025 site, transplanted — proof that one stack covers both high-volume production and high-mix remanufacturing.

STACKMES + SCADA · DIGITAL TWIN / CPS · IOT — SAME STACK AS SPEEFOX

03GOVERNED AUTONOMYVERIFIED, THEN HANDED OVER

Autonomy doesn't arrive at once.
We hand it over as it's verified.

PHASE 1

Shadow Mode

The AI decides, humans execute — we measure how often its judgment matches.

MODESHADOW — AI JUDGES ONLY · AGREEMENT-RATE VALIDATION

PHASE 2

Decision Support

Execution follows human approval. Authority moves along the AAF framework (L0–L4).

MODEHUMAN-IN-THE-LOOP — AAF L2 APPROVE-THEN-EXECUTE

PHASE 3

Autonomous Control

The AI executes within verified bounds. Commands that violate physical constraints are blocked by SHACL before they run.

MODEBOUNDED AUTONOMY — AAF L3 · AI→PLC VERIFIED

Authority handover runs on VEXPLOR Core (AAF L0–L4); virtual commissioning and twin sync run on VEXPLOR Vision. Many autonomous-factory journeys start alongside a government program — we can design yours from the application stage.

Toward factories that keep runningeven with the lights off.

Not a system that watches.An OS that runs.

Proving it in Korea's governmentAutonomous Factory Program.