Smart Factory
Manufacturing Operation AI

The Beginning of Autonomous Factory, MOAI

LearningOperationDecision

Manufacturing Operation AI that runs precisely on your factory data

Imagine

The Factory MOAI Creates

Connecting the entire process of learning, executing, and deciding into one intelligence.

🧠

A Factory Where Knowledge Lives Forever

Expert know-how is accumulated in the system, and new hires become productive from day one, building on that knowledge.

A Factory Where Reports Write Themselves

AI collects and analyzes data to automate tasks, freeing field workers to focus on their core responsibilities instead of reports.

A Factory Where Risks Are Blocked and Decisions Become Precise

Anomalies are detected proactively, and data-driven scenarios enable accurate decision-making.

📈

A Factory Where Waste Shrinks and Profit Grows

Workflows are structurally improved, driving both productivity and profitability upward.

3 Core Engines

See What Was Hidden, Enable What Was Impossible

Enterprise Ontology
ENGINE 01·Learning & Evolution

Enterprise Ontology

From domain expertise to ERP/MES data and tacit organizational knowledge — MOAI learns all manufacturing data to support efficient plant-wide operations.

Auto Knowledge Learning — Continuously learns from documents, emails, messengers, meeting records, and field data
Knowledge Structuring — Organizes scattered information into concepts and relationships as organizational knowledge
Tacit Knowledge Codification — Converts experienced workers' expertise and judgment into explicit knowledge
Instant Intelligence — Applies learned knowledge immediately to field work, customer response, and decision-making

Even when experts leave, their know-how stays — new hires work like veterans from day one.

Agentic AI
ENGINE 02·Acceleration & Automation

Agentic AI

From line workers to executives, Agentic AI enhances productivity across the entire organization.

Easy Data Input — Barrier-free input through agent chat and email forwarding
Context-Aware — Understands work context to auto-suggest next tasks and workflows
Collaboration Boost — Agents participate in internal collaboration spaces to accelerate cross-department communication
Workflow Redesign — Seamlessly connects core workflows through optimal human-AI task allocation

Dramatically improves task processing speed and structurally reduces human error.

Command Center
ENGINE 03·Decision & Guard

Command Center

Monitors enterprise-wide operations, proactively blocks risks, and supports strategic decision-making.

Real-time Integrated Monitoring — Unifies enterprise operations into a dashboard for real-time transparency
Proactive Anomaly Detection — Early detection of bottlenecks and quality/regulatory violation risks
Decision Simulation — Pre-evaluates optimal scenarios considering internal data and external variables
Human-in-the-loop — Based on AI's precise analysis, final decisions are made by responsible personnel

A 24/7 management advisor that reports status directly and proactively proposes crisis-breaking strategies.

Architecture

MOAI Architecture

MOAI CORE

01020304
4 Layers

01Foundation

Data Integration (ERP·MES·PLM·SCM)Ontology ModelingDomain Knowledge / RAG

02AI Backbone

Adaptive Enterprise AIWorkflow Optimization

03Business Modules

Demand ForecastingProduction PlanningQuality ControlCost ManagementInventory OptimizationAI Communication

04Command Center

Data AnalysisAccess ControlActivity LoggingData Security

MOAI Extensions

Add modules as plug-ins on top of CORE to expand capabilities.

IoT / EdgeSensor & device connectivity
Data ModelingAdvanced analytics modeling
VisionAI vision inspection
Predictive MaintenanceEquipment failure prediction
Digital TwinDigital twin simulation
Energy ManagementEnergy optimization
Case Studies

Proven in Real Manufacturing Sites

Manufacturing companies across various industries are transforming with MOAI.

Secondary Battery01

Battery Electrode Process Recipe Data AI Modeling

Challenge

Mixing ratios determined by experienced workers' intuition, causing yield variance

Solution

Learns from historical process data to derive optimal mixing ratio/setting models, with real-time micro-error correction

Result

Reduced process setup time and improved yield

Global Manufacturing02

Manufacturing Knowledge-Based Global Customer Service Agent

Challenge

Difficulty providing expert responses due to time zones and language barriers

Solution

Manufacturing knowledge-based multilingual real-time AI consultation with business etiquette

Result

Dramatically reduced lead time, standardized response quality

General Manufacturing03

Enterprise-Wide Data Analysis & Strategy AI Agent

Challenge

Lack of data integration analysts, difficulty in timely decision-making

Solution

Sales-production-finance cross-analysis, scenario-based response strategy proposals

Result

Established data-driven objective decision-making framework

Parts/Materials04

Smart Lot Tracking & Inventory Management System

Challenge

Manual/Excel management causing inventory mismatches and untraceable defects

Solution

Full-process lot mapping, barcode/QR integration to eliminate input errors

Result

Dramatically improved inventory accuracy, reduced traceability time

B2B Manufacturing05

AI Sales Pipeline for Manufacturing

Challenge

Sales reps manually tracking leads across spreadsheets, missing follow-up timing and losing deals

Solution

AI-driven sales pipeline that auto-qualifies leads, predicts conversion probability, and recommends optimal follow-up actions

Result

Shortened sales cycle and increased conversion rate

Precision Parts06

AI Vision Inspection System

Challenge

Human visual inspection missing micro-defects, causing inconsistent quality and customer complaints

Solution

Deep learning-based real-time defect detection with automatic classification and pass/fail determination

Result

Near-zero false negatives and dramatically reduced inspection time

Why MOAI

Why MOAI

EXPERTISE

AI Team That Gets Manufacturing

Hundreds of factory projects' worth of manufacturing domain expertise, combined with cutting-edge AI. Our team designs and builds it — so yours doesn't have to.

We understand the context, not just the tech.

ZERO FRICTION

AI on Your Existing Systems

Keep your ERP/MES as-is — we layer AI on top. No systems yet? We'll build them together.

Keep what works, fill in what's missing.

SPEED

Fast Start, Fast Results

Online meeting → Site visit → Free POC → Contract → 8-week deployment. Low barrier, rapid proof.

Quiet adoption, rapid impact.

CUSTOM

Built Around Your Problems

No standard packages. We design and develop AI solutions shaped by your site and your challenges.

Every customer is different — so is every AI.

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