From shop floor to management —
an AI-Native MES
that fits your industry
An industry-specific SaaS MES for small and mid-sized discrete manufacturers. From execution control dashboards and Andon boards to OEE loss breakdown and an AI Agent — run everything from order to close, quality, and history tracking in one flow.
This is the actual operations screen of EGNOX MES (electronics/finished-goods edition). Displayed items may vary depending on the deployment environment.
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.
A generic MES doesn't fit our industry well
Management points differ across electronics, machinery, and food, yet a general-purpose MES takes a lot of time and cost to customize.
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.
Screens and rules tailored to your industry, out of the box
Management points differ by industry. EGNOX MES starts from an edition that already includes per-industry dashboards, terminology, and rules, and you then pick only the modules you need.
Electronics · finished goods
Management tailored to surface-mount processes — SMT yield (FPY), LOT traceability, SPC, ECN/BOM revisions, and RoHS export controls.
Machinery · equipment
Make-to-order (MTO) projects and WBS, per-serial after-sales service, labor-hour management, equipment OEE and predictive maintenance (MTBF), and mold management.
Food · pharma
Built-in quality and safety rules — HACCP CCP monitoring, shelf-life FEFO, batch release, and COA issuance.
Custom
Configure dashboards, terminology, and rules for industry combinations or special processes.
Each edition is an actual operations screen; widgets and rules are adjusted to the deployment environment.
Floor status on one screen — and on the TV
See line operating status, overall equipment effectiveness (OEE), and loss factors in real time. The large on-floor screen (Andon) and the office dashboard share the same data.
Execution control dashboard
See revenue, quality, production, and materials status in real time on one screen.
Andon real-time status board
Show each line's running / planned-stop / unplanned-stop state and the stop reason on an on-floor TV screen.
OEE loss breakdown (JIPM)
Break OEE down into availability, performance, and quality, and view planned/unplanned losses as a Pareto.
Key features in detail
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
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
AI Agent — turning natural language into action
It understands requests like "Show me the top defect causes on Line A this week," and handles them by combining multiple tools on its own — from lookup and aggregation to document generation. Work standards are searchable in natural language too.
- Natural-language queries → lookup, aggregation, and execution (Korean supported)
- A ReAct approach that combines multiple tools
- Automatic generation of documents such as work orders, COAs, and labels
- Presents the supporting data and document sources together
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.
SMT yield (FPY) and defect causes on one screen
View FPY by station and a defect Pareto in real time. When a finished-product defect occurs, trace it back to the raw material via LOT traceability, and let the AI analyze the relevant process history and propose cause hypotheses.
Manage make-to-order projects and equipment OEE together
Manage everything from drawing/BOM preparation to machining, assembly, commissioning, and shipping via project gates. Keep delivery and uptime on track by viewing per-serial after-sales history alongside equipment OEE and predictive maintenance.
Batch control that never misses HACCP or shelf life
Manage CCP monitoring, shelf-life FEFO priority, and raw-material LOT conformity on one screen. Carry it through to release decisions (batch release) and COA issuance, in line with your quality rules.
Technical specifications
| Industry editions | Electronics/finished goods / machinery/equipment / food/pharma / custom |
|---|---|
| Production management | Order execution, per-line status, plan vs. actual, Andon board |
| Quality · traceability | Inspection/defect/correction records, LOT tracking, and industry rules such as SPC and HACCP |
| Equipment · OEE | OEE loss breakdown (JIPM standard), predictive maintenance (MTBF), equipment history |
| AI | AI Agent (natural language → action, ReAct), work-standard search, root-cause analysis |
|---|---|
| Document automation | Automatic generation of work orders, COAs, labels, and production/quality reports |
| Integration | EGNOX Cloud, ERP/SAP (API), floor equipment, accounting/ESG |
| Deployment | SaaS / on-premises / modular selection |
Products worth considering together
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.