Manufacturing Execution

From Production to Quality
A Manufacturing Execution System
You Operate Alongside AI

Manage production plan execution, quality event logging, history tracking, and work-standard search in a single system. An AI assistant suggests root-cause analysis of process issues and a direction for corrective action right away.

  • MES
  • Production execution
  • Quality management
  • History tracking
  • AI assistant
  • Work-standard search

* This is an example product screen layout. The actual screens may differ depending on the deployment environment.

4 areasIntegrates the core "collect → execute → quality → history" areas
Built-in AINatural-language search of work standards and history
Real-timeProduction status and quality events reflected in real time
TraceabilityEnd-to-end history tracking from raw material to finished product
// 01 — PAIN POINTS
Pain points

Situations where teams start considering deployment

It is hard to grasp production status in real time

With Excel- or whiteboard-based production management, it is hard to know instantly which line is in what state right now.

Tracing the cause of quality issues takes time

Even when a defect occurs, tracing back which process and which batch it started from means manually digging through multiple records.

Finding work standard documents takes time

Work standards for each process are scattered across folders, so floor workers cannot quickly find the document they need.

// 02 — OVERVIEW
Product overview

Manage production status and quality history on a single screen

View per-line production progress, quality events, and history tracking in real time, and ask the AI about causes and responses on the spot.

Per-line production status

See work-order progress and plan vs. actual at a glance, line by line.

Quality event feed

Inspection results and defect occurrences are linked to the history the moment they are recorded.

AI assistant

Ask about root-cause analysis of process issues and a direction for action right on the same screen.

// 03 — FEATURES
Key features

Key features in detail

Feature 01

Production order execution and status management

Execute the production plan directly in the system and track per-line progress in real time. You can immediately see the gap between plan and actual.

  • Per-line production order execution and tracking
  • Plan vs. actual status board
  • Digital issuance of work orders
  • Automatic aggregation of production results
Feature 02

Quality event logging and history tracking

Digitally record the entire quality history, from inspection results and defect occurrences to corrective actions. Secure end-to-end traceability from raw-material receiving to finished-product shipping.

  • Logging of in-line and offline inspection results
  • Defect-type classification and cause registration
  • History linkage from raw material to semi-finished to finished product
  • Trace-back history lookup when a customer complaint arises
Feature 03

AI search of work standards

When a floor worker asks "What's the welding current standard for Line 3?", the AI finds the relevant work standard document and answers right away. Upload PDF or Word documents as-is, and they are converted into searchable knowledge.

  • Natural-language standard search (Korean supported)
  • PDF / Word document upload → automatic indexing
  • Original source document shown in search results
  • Version control and revision-history tracking
// 04 — USE CASES
Use cases

Where and how it is used on the floor

These are example usage scenarios you can expect on deployment. The scope of application and the effects may vary depending on site conditions.

⚙️ Automotive parts

Real-time production results automate shift reporting

Switched manual aggregation to MES. Per-line production results are aggregated in real time and shift reports are generated automatically, shortening the time before staff can clock out.

Automated shift reportingReal-time results aggregation
🔬 Electronics and semiconductors

Reduced defect trace-back time

Reduced the time it takes to trace a finished-product defect back to the raw-material lot. The AI automatically analyzes the relevant process history and proposes cause hypotheses.

Reduced defect-tracing timeAutomated cause-analysis support
🏗️ Heavy industry and plants

Digitizing work standards reduces on-floor errors

Switched a vast set of work standards to AI search. Floor workers look up the standard they need the moment they search, reducing work errors caused by unfamiliarity with the standards.

Instant work-standard lookupProactive prevention of on-floor errors
// 05 — SPEC
Tech specs

Technical specifications

Production managementOrder execution, per-line status, plan vs. actual
Quality managementInspection records, defect classification, corrective actions, history tracking
TraceabilityEnd-to-end history linkage from raw material to finished product
AI searchNatural-language standard-document search, PDF/Word document indexing
IntegrationEGNOX Cloud, ERP (API integration), floor equipment
Access methodWeb-browser based, mobile supported
ReportsAutomated daily, weekly, and monthly production and quality reports
DeploymentSaaS / on-premises available on request
Next step

Tell us your current production-management approach and the scope of improvement you want

Whether you are switching from Excel-based management to MES or adding AI features to an existing MES, we work out the scope together during the consultation stage.

Contact sales