D-03 / DATA & AI
Lean production management system
Bring production, equipment, energy, logistics, safety and emergency response into a unified operations view through data interfaces, alarms and visualisation services.

Six business themes in one management view
Six operational domains
For lean steel-production operations, the system brings the following activities into a unified portal and operations view.
Production management
Process flows, inventory, output and contracts.
Equipment management
Line status, maintenance, equipment, special assets, isotopes and process indicators.
Energy & environment
Energy processes and flows, environmental information, typhoon and flood readiness.
Logistics coordination
Waterborne raw materials and finished goods, in-plant rail, road and mainline rail transport.
Safety management
Personnel, vehicles and fire protection.
Emergency management
Plans, supplies, video, post-event assessment, fire alarms and hazard sources.
How business data becomes a control view
Business data sources and processing flow
Business sources
- MES
- Logistics
- Energy
- Environment
- Equipment
- Video
- Total quality
- Advanced planning
Interfaces & ETL
- Ingestion
- Cleansing
- Transformation
- Quality checks
- Job scheduling
Warehouse / marts
- Data warehouse
- Subject models
- Data marts
- Dimensions
- Data services
Analysis & display
- Control-room views
- Boards & reports
- Multidimensional analysis
- Drill-down
- Alarm linkage
Display engines for decisions and response
Alarm and presentation capabilities
Alarm engine with overview and drill-down views
Use rule-based triggers to connect exception diagnosis, tiered notification and response records in one workflow.
- 01
Rule modelling
Configure multilevel alarms from thresholds, trends, relationships and compound conditions.
- 02
Contextual diagnosis
Bring location, trends, impact, related video and work orders into one view.
- 03
Tiered delivery
Reach the appropriate teams through platform notices, messages, email and control-room displays.
- 04
Closed-loop response
Record actions, track status and retain reusable response knowledge.
Chart engine (line, pie and histogram)
Switch the analytical view to suit the question, then continue from overview to drill-down.
Process-flow display
Map business data to individual process stages and follow status, exceptions and response outcomes.
- 01
Data intake
Bring together process, equipment and quality status.
- 02
View orchestration
Arrange key nodes around the production flow.
- 03
Exception linkage
Locate affected stages and connect their alarms.
- 04
Response traceability
Retain actions, outcomes and ownership records.
These views organise and present existing business data to help teams identify and coordinate issues. They are not outcome indicators and do not by themselves prove operating performance.
Start by defining the operational challenge.
Share the current process, constraints and intended outcome. We will assess the smallest verifiable starting scope.
