Learning · Operation · Decision
Integrating all manufacturing Data and Knowledge
to evolve knowledge, optimize operations, and
control risks — the Manufacturing Operation Intelligence Platform
What is MOAI?
MOAI is a Manufacturing Operation Intelligence system that combines operational data accumulated in existing ERP, MES, PLM systems with organizational knowledge scattered across emails, messengers, documents, and field experience.
It's not just a data viewer or record management system. MOAI connects the entire process of Learning, Operation, and Decision into a single intelligence for manufacturing organizations.
Integrated Data & Knowledge
“Structured data and unstructured knowledge are not separated — they are understood and utilized together within the same context.”
Data (Structured)
ERP, MES, PLM, equipment/IoT and other structured operational data
Structured metrics, logs, system records
Knowledge (Unstructured)
Technical docs, SOPs, emails/messengers, meeting notes, field tacit knowledge
Unstructured text, know-how, experiential assets
3 Core Engines
Three core engines transforming manufacturing operations
Enterprise Ontology
Knowledge Learning & Structuring
Automatic Knowledge Learning
Continuously learns and improves from documents, emails, messengers, meeting notes, and field data
Knowledge Structuring
Organizes scattered information into concepts and relationships to structure organizational knowledge
Tacit Knowledge Codification
Converts skilled workers' experience and judgment from tacit to explicit knowledge
Instant Actionable Intelligence
Applies learned knowledge immediately to field operations, customer interactions, and decision-making
“Even when skilled workers leave, the know-how stays. New hires work like veterans from day one.”
Operation Optimizer
Operations Optimization & Execution
Effortless Data Input
Barrier-free input via agent chat (text/image/document) and email forwarding
Business Context Awareness
Understands work context and automatically suggests next tasks and workflows
Collaboration Acceleration
Agents participate in collaboration spaces to accelerate cross-department communication
Workflow Redesign
Seamlessly connects order-production-quality flows through optimal human-AI role allocation
“Significantly improves task processing speed and structurally reduces human errors.”
Command Center
Risk Monitoring & Control
Real-time Unified Monitoring
Integrates enterprise-wide status (production, quality, finance) into dashboards for real-time transparency
Proactive Anomaly Detection
Early detection of bottlenecks and quality/regulatory risks to secure response golden time
Decision Simulation
Considers internal data and external variables to pre-review optimal resolution scenarios
Human-in-the-loop
Safe approval system where final decisions are made by responsible personnel based on AI's precise analysis
“A 24/7 management advisor that reports status and proactively proposes strategies for crisis resolution.”
Why MOAI?
What matters more than flashy technology is 'the reality of the manufacturing floor'.
MOAI is the most practical, friction-free, and immediately operational solution.
Built by the best AI team
that knows manufacturing
MOAI is not a solution built by a simple IT company. It combines domain know-how from successfully building 'CAPA', a manufacturing B2B platform, with elite AI expertise.
We don't just know technology —
we know manufacturing context.
Zero burden on
front-line workers
We don't force busy practitioners to learn a new system. AI automatically learns from existing documents, emails, and data — workers just keep doing what they do.
Quiet adoption,
fast results.
Absorbs and extends
your existing systems
Don't replace your multi-million dollar ERP/MES. MOAI perfectly absorbs existing system data and processes, then layers AI intelligence on top.
Keep what works,
fill what's missing.
Portfolio & Track Record
MOAI's technology is already proven on the ground.
We've turned fragmented requirements into successful business outcomes.
01. Battery Electrode Process
Recipe AI Agent
Dependent on skilled workers' intuition, high yield variance, time-consuming optimal mix ratio derivation
AI auto-calculates optimal yield mix ratios/settings, real-time micro-error correction
02. Manufacturing Knowledge-Based
Global Customer Service Agent
Time zone differences, language barriers making professional responses difficult
Real-time chat, multilingual responses with business etiquette and domain expertise
03. Enterprise-wide Data Analysis
& Strategy AI Agent
Shortage of integrated data analysis personnel, difficulty in timely decision-making
Cross-analysis of sales, production, finance; risk discovery and scenario-based strategy proposals
04. Smart Lot Tracking
& Inventory Management
Manual/Excel management causing inventory discrepancies, unable to trace defects
Full-process lot mapping, barcode/QR integration to eliminate input errors
05. Corporate Showroom
Interactive AI Kiosk
Static signage unable to provide immersive visitor experience
Multimodal AI that understands visitor questions and explains conversationally with video/images
06. Manufacturing/Finance
Integrated ERP System
Separated production and accounting causing delayed status awareness
All-in-one system spanning from production to accounting with automated integration