Business Capability – Manufacturing

Business Capability Map — Motorcycle Industry / Manufacturing 4.0

Business Capability Map structured across 3 hierarchical levels, focused on Manufacturing 4.0, for use in LeanIX or equivalent EA (Enterprise Architecture) tooling.


Domain 1 — Core Manufacturing

1.1 Production Planning & Scheduling

Orchestration of all manufacturing output, from the master plan through to line sequencing. 4.0: AI-powered APS, capacity digital twin Dependencies: Supply Chain (1.1), Digital & M4.0 (1.1), Quality (1.1)

  • 1.1.1 Master Production Schedule (MPS)
  • 1.1.2 Fine-grain Scheduling (APS/MRP)
  • 1.1.3 AI-driven line sequencing
  • 1.1.4 Machine load balancing
  • 1.1.5 Production scenario simulation
  • 1.1.6 Constraint management (Theory of Constraints — TOC)

1.2 Factory Operations Management

Real-time shop-floor control and execution via MES and IoT. 4.0: Integrated MES, real-time OEE, IoT Dependencies: Digital & M4.0 (1.2, 1.3)

  • 1.2.1 Production order execution (MES)
  • 1.2.2 Real-time OEE monitoring
  • 1.2.3 Downtime and loss management
  • 1.2.4 Lot and part traceability
  • 1.2.5 Operator and workstation management
  • 1.2.6 Work-in-process (WIP) control

1.3 Manufacturing Process Engineering

Definition, standardisation, and continuous improvement of production processes. 4.0: Digital simulation, process digital twin Dependencies: Product & Eng. (1.1), Quality (1.2)

  • 1.3.1 Manufacturing routing definition
  • 1.3.2 Time and motion studies (MTM)
  • 1.3.3 Process FMEA
  • 1.3.4 Standard Operating Procedures (SOP)
  • 1.3.5 Line simulation (Discrete Event Simulation — DES)
  • 1.3.6 Engineering change management

1.4 Automation & Robotics Management

Operation and evolution of automated systems, cobots, and robotic cells. 4.0: Collaborative cobots, AMR, offline programming Dependencies: Digital & M4.0 (1.4), Maintenance (1.1)

  • 1.4.1 Industrial robot programming and operation
  • 1.4.2 Collaborative robots (cobots)
  • 1.4.3 Autonomous vehicles (AGV/AMR)
  • 1.4.4 Machine vision systems
  • 1.4.5 PLCs and SCADA systems
  • 1.4.6 Offline robotic simulation

1.5 Final Assembly Management

Control of motorcycle assembly lines, from the frame to the finished product. 4.0: Pick-to-light, AR-assisted assembly Dependencies: Supply Chain (1.2), Quality (1.3)

  • 1.5.1 Mixed-model sequencing
  • 1.5.2 Kit and sub-assembly management
  • 1.5.3 Traceable critical torques and fastenings
  • 1.5.4 Assisted in-line inspection
  • 1.5.5 Finished product functional testing
  • 1.5.6 Finished product packaging and dispatch

1.6 Tooling & Mould Management

Lifecycle control of tools, moulds, stampings, and fixtures. 4.0: Additive manufacturing of tooling, RFID Dependencies: Maintenance (1.1)

  • 1.6.1 Tool service life tracking
  • 1.6.2 Injection mould management
  • 1.6.3 Fixture and jig calibration
  • 1.6.4 Additive manufacturing of inserts and prototypes
  • 1.6.5 Sharpening and rework control
  • 1.6.6 RFID tagging of critical tooling

Domain 2 — Digital & Manufacturing 4.0

2.1 Digital Twin & Simulation

Digital replica of products, processes, and the factory to support real-time decision-making. 4.0: Industry 4.0 core enabler Dependencies: Core Manufacturing (1.1), Digital M4.0 (2.4)

  • 2.1.1 Product digital twin (kinematic/FEA)
  • 2.1.2 Production process digital twin
  • 2.1.3 Factory digital twin (3D layout)
  • 2.1.4 Material flow simulation
  • 2.1.5 PLM–MES integration via digital twin
  • 2.1.6 Real-time IoT-driven twin updates

2.2 Industrial IoT (IIoT)

Connectivity of machines, sensors, and plant assets for data collection and analysis. 4.0: Edge computing, OPC-UA, MQTT Dependencies: Core Manufacturing (1.2), Digital M4.0 (2.5)

  • 2.2.1 Machine connectivity (OPC-UA/MQTT)
  • 2.2.2 Process parameter sensing
  • 2.2.3 Edge computing and fog computing
  • 2.2.4 Industrial gateways and legacy protocols
  • 2.2.5 Energy and utilities monitoring
  • 2.2.6 Real-time operational dashboards

2.3 Industrial Analytics & AI

Transformation of operational data into intelligence for prediction and optimisation. 4.0: ML for quality, computer vision Dependencies: Digital M4.0 (2.2), Quality (1.1)

  • 2.3.1 ML-based predictive maintenance
  • 2.3.2 Process anomaly detection
  • 2.3.3 Computer vision for inspection
  • 2.3.4 Process parameter optimisation (DOE/ML)
  • 2.3.5 Automated root cause analysis
  • 2.3.6 AI-driven demand forecasting

2.4 Intelligent Automation & Systems Integration

Vertical and horizontal integration of IT and OT systems across the plant. 4.0: IT/OT convergence, ISA-95 Dependencies: Core Manufacturing (1.4), Digital M4.0 (2.2)

  • 2.4.1 ERP–MES–SCADA integration (ISA-95)
  • 2.4.2 Industrial data bus and APIs
  • 2.4.3 Advanced SCADA and DCS
  • 2.4.4 PID loop control and supervision
  • 2.4.5 RPA for plant administrative processes
  • 2.4.6 OT cybersecurity (ICS/SCADA)

2.5 Data Platform & Data Governance

Integrated data infrastructure for analytical and regulatory support. 4.0: Industrial data lake, DataOps Dependencies: Digital M4.0 (2.2, 2.3)

  • 2.5.1 Industrial data lake
  • 2.5.2 Data catalogue and data dictionary
  • 2.5.3 Data quality and data lineage
  • 2.5.4 Master Data Management (MDM)
  • 2.5.5 Data consumption APIs
  • 2.5.6 Data privacy and regulatory compliance (GDPR/LGPD)

2.6 Augmented Reality & Wearables

Immersive technologies to support operations, training, and maintenance. 4.0: Guided AR, smart glasses, XR Dependencies: Core Manufacturing (1.5), Maintenance (2.2)

  • 2.6.1 AR-guided assembly
  • 2.6.2 Interactive digital manuals in AR
  • 2.6.3 Smart glasses for remote maintenance
  • 2.6.4 Virtual reality (VR) training
  • 2.6.5 Digital work instructions with video
  • 2.6.6 Remote inspection by drone

Domain 3 — Supply Chain & Logistics

3.1 Demand Planning & S&OP

Integrated sales and operations planning process with predictive intelligence. 4.0: AI-powered forecasting, digital S&OP Dependencies: Commercial (1.1), Core Manufacturing (1.1)

  • 3.1.1 AI and ML-based forecasting
  • 3.1.2 Demand consensus (S&OP)
  • 3.1.3 Long-range capacity planning
  • 3.1.4 Portfolio and product mix management
  • 3.1.5 Plan sensitivity analysis
  • 3.1.6 Integration with distributor sell-in/sell-out data

3.2 Procurement & Sourcing Management

Strategy and operations for acquiring raw materials, components, and services. 4.0: e-Procurement, digital SRM Dependencies: Supply Chain (3.3), Quality (1.2)

  • 3.2.1 Sourcing strategy and dual sourcing
  • 3.2.2 Supplier qualification and approval
  • 3.2.3 Contract and SLA management
  • 3.2.4 e-Procurement and digital quoting
  • 3.2.5 Supply risk analysis
  • 3.2.6 Commodity pricing and index management

3.3 Supplier Relationship Management (SRM)

Strategic relationship and collaborative development of the supplier base. 4.0: Supplier portal, digital VMI Dependencies: Supply Chain (3.2)

  • 3.3.1 Integrated supplier portal
  • 3.3.2 Performance evaluation (scorecard)
  • 3.3.3 Local supplier development
  • 3.3.4 Vendor Managed Inventory (VMI)
  • 3.3.5 Supplier quality audits
  • 3.3.6 Supply chain sustainability management

3.4 Inventory & Warehouse Management

Intelligent stock control across the chain, from the warehouse to WIP. 4.0: WMS with RFID/RTLS, just-in-sequence Dependencies: Core Manufacturing (1.2), Digital M4.0 (2.2)

  • 3.4.1 Advanced WMS with RFID/barcode
  • 3.4.2 Dynamic safety stock management
  • 3.4.3 Drone-automated cycle counting
  • 3.4.4 Supermarkets and electronic kanban
  • 3.4.5 Hazardous materials management
  • 3.4.6 Lot and expiry date control

3.5 Inbound & Outbound Logistics

Material flow within the plant and distribution to market. 4.0: AGV/AMR, digital milk run Dependencies: Core Manufacturing (1.5), Supply Chain (3.4)

  • 3.5.1 Internal milk run with AGV/AMR
  • 3.5.2 Line replenishment sequencing
  • 3.5.3 Returnable packaging management
  • 3.5.4 Cross-docking and transit points
  • 3.5.5 Fleet management and TMS
  • 3.5.6 Spare parts last-mile delivery

3.6 Supply Chain Risk & Resilience Management

Identification, monitoring, and mitigation of supply chain risks. 4.0: Digital control tower, AI-driven risk management Dependencies: Supply Chain (3.1), Digital M4.0 (2.5)

  • 3.6.1 Supply chain control tower
  • 3.6.2 Supply risk mapping
  • 3.6.3 Contingency plans and BCP
  • 3.6.4 ESG monitoring across the supply chain
  • 3.6.5 Origin management and traceability
  • 3.6.6 Geographic diversification of sourcing

Domain 4 — Product & Engineering

4.1 Product Lifecycle Management (PLM)

Integrated product governance from concept through to end-of-life. 4.0: PLM with digital twin, MBSE Dependencies: Digital M4.0 (2.1), Core Manufacturing (1.3)

  • 4.1.1 BOM management (Engineering and Manufacturing BoM)
  • 4.1.2 Revision control and ECN/ECO management
  • 4.1.3 Technical documentation management
  • 4.1.4 PLM–ERP–MES integration
  • 4.1.5 Product configuration and variant management
  • 4.1.6 End-of-life and replacement management

4.2 Product Development (R&D)

Innovation and development process for new motorcycle models. 4.0: Integrated CAD/CAE/CAM, 3D printing Dependencies: Product & Eng. (4.1), Quality (1.2)

  • 4.2.1 Conceptualisation and styling (industrial design)
  • 4.2.2 Parametric 3D CAD (CATIA/NX)
  • 4.2.3 CAE and structural/CFD/crash simulation
  • 4.2.4 Rapid prototyping and additive manufacturing
  • 4.2.5 Validation and homologation testing
  • 4.2.6 Virtual Product Development (VPD)

4.3 Portfolio & Roadmap Management

Strategic decisions on model portfolio and future technologies. 4.0: Electric vehicles, connectivity, motorcycle ADAS Dependencies: Strategy (1.1), Commercial (1.1)

  • 4.3.1 Development stage-gate process
  • 4.3.2 Technical and commercial feasibility analysis
  • 4.3.3 Product and technology roadmap (EV/hybrid)
  • 4.3.4 Intellectual property management (IP/patents)
  • 4.3.5 Competitive product benchmarking
  • 4.3.6 Regional and regulatory model management

4.4 Homologation & Regulatory Compliance

Product certification with national and international regulatory bodies. 4.0: Virtual homologation simulation Dependencies: Product & Eng. (4.2), Quality (1.3)

  • 4.4.1 Type approval (DENATRAN/SENATRAN equivalent)
  • 4.4.2 Emissions compliance (PROCONVE/Euro 5)
  • 4.4.3 Active/passive safety (ABNT/ECE standards)
  • 4.4.4 Electric motorcycle certification
  • 4.4.5 Post-approval change management
  • 4.4.6 Export compliance documentation

4.5 Spare Parts Management (Aftermarket)

Strategy and management of the genuine parts portfolio in the after-sales channel. 4.0: Demand sensing, interactive digital catalogue Dependencies: Supply Chain (3.5), Commercial (1.3)

  • 4.5.1 Parts demand planning (POS-driven)
  • 4.5.2 Obsolescence and supersession management
  • 4.5.3 Digital parts catalogue (EPC)
  • 4.5.4 Genuine parts programme
  • 4.5.5 Aftermarket pricing and margin management
  • 4.5.6 Legacy parts supply

Domain 5 — Quality & Compliance

5.1 Quality Management System (QMS)

Integrated quality management framework aligned with international standards. 4.0: eQMS, digitalised IATF 16949 Dependencies: Core Manufacturing (1.2), Digital M4.0 (2.5)

  • 5.1.1 IATF 16949 / ISO 9001 certification
  • 5.1.2 Digital APQP and PPAP
  • 5.1.3 Business process management (BPM)
  • 5.1.4 Internal and external audits
  • 5.1.5 Non-conformance management (NCRs)
  • 5.1.6 Quality KPIs and QMS indicators

5.2 Quality by Design (QbD)

Quality engineering integrated into the product development process. 4.0: FEA/reliability simulation Dependencies: Product & Eng. (4.2), Core Manufacturing (1.3)

  • 5.2.1 Design FMEA (DFMEA)
  • 5.2.2 Process FMEA (PFMEA)
  • 5.2.3 Control plans and Measurement System Analysis (MSA)
  • 5.2.4 Reliability engineering (DRBFM)
  • 5.2.5 Design Verification Plan and Report (DVP&R)
  • 5.2.6 Lessons learned management

5.3 In-Process Quality Inspection & Control

Statistical control and automated inspection at every production stage. 4.0: Computer vision, automated CMM, SPC Dependencies: Core Manufacturing (1.2), Digital M4.0 (2.3)

  • 5.3.1 Statistical Process Control (SPC)
  • 5.3.2 Computer vision inspection
  • 5.3.3 Coordinate Measuring Machine (CMM) and 3D scanning
  • 5.3.4 Weld inspection by X-ray/ultrasound
  • 5.3.5 Non-Destructive Testing (NDT)
  • 5.3.6 Incoming material inspection

5.4 Warranty & Field Quality Management

Monitoring and resolution of quality issues reported from the market. 4.0: Connected telematics, field predictive analytics Dependencies: Commercial (1.3), Digital M4.0 (2.3)

  • 5.4.1 Warranty and recall management
  • 5.4.2 Field failure analysis (8D/MASP)
  • 5.4.3 Telematics-based quality monitoring
  • 5.4.4 Customer complaint management
  • 5.4.5 Field quality benchmarking
  • 5.4.6 Early warning system for field failures

5.5 Metrology & Laboratory

Metrological traceability and laboratory analysis of materials and products. 4.0: Digital metrology, Laboratory 4.0 Dependencies: Quality (5.3)

  • 5.5.1 Measurement instrument management
  • 5.5.2 Calibration and traceability (national standards body)
  • 5.5.3 Materials and metallurgy laboratory
  • 5.5.4 Emissions and noise testing
  • 5.5.5 Reliability laboratory (accelerated life testing)
  • 5.5.6 Sample and results management

Domain 6 — Maintenance & Facilities

6.1 Maintenance Management (CMMS/EAM)

Maintenance strategies and systems to maximise asset availability. 4.0: ML-based predictive maintenance, connected CMMS Dependencies: Digital M4.0 (2.3, 2.2)

  • 6.1.1 Preventive and predictive maintenance
  • 6.1.2 CMMS/EAM integrated with the shop floor
  • 6.1.3 Total Productive Maintenance (TPM)
  • 6.1.4 Critical spare parts management
  • 6.1.5 Equipment reliability analysis (RCM)
  • 6.1.6 Maintenance KPIs (MTBF/MTTR/OEE)

6.2 Industrial Asset Management

Full lifecycle management of productive assets, from acquisition to disposal. 4.0: Asset Performance Management (APM) Dependencies: Maintenance (6.1), Digital M4.0 (2.4)

  • 6.2.1 Asset registry and records (EAM)
  • 6.2.2 Financial asset management (depreciation)
  • 6.2.3 Asset renewal planning
  • 6.2.4 Asset Performance Management (APM)
  • 6.2.5 Maintenance contract management
  • 6.2.6 Sustainability and asset disposal

6.3 Utilities & Energy Management

Efficient management of electricity, gas, water, and building systems. 4.0: ISO 50001, intelligent monitoring Dependencies: Digital M4.0 (2.2), Sustainability (1.1)

  • 6.3.1 Energy Management System (EMS / ISO 50001)
  • 6.3.2 Real-time consumption monitoring
  • 6.3.3 Energy efficiency projects
  • 6.3.4 Boiler and steam utilities management
  • 6.3.5 Effluent and industrial waste management
  • 6.3.6 Renewable energy (solar/biomass)

Domain 7 — Commercial, Marketing & CX

7.1 Commercial & Sales Management

Sales strategy and execution across dealers, distributors, and direct channels. 4.0: Integrated CRM, sell-out analytics Dependencies: Supply Chain (3.1), Product & Eng. (4.3)

  • 7.1.1 Dealer network management
  • 7.1.2 Sales planning and quota setting
  • 7.1.3 Sell-in / sell-out analytics
  • 7.1.4 Contract and consortium management
  • 7.1.5 Trade marketing and network incentives
  • 7.1.6 Motorcycle e-commerce (D2C)

7.2 Marketing & Brand Management

Brand positioning, communication, and management in the two-wheeler market. 4.0: Digital marketing, influence and community Dependencies: Product & Eng. (4.3)

  • 7.2.1 Brand management (brand equity)
  • 7.2.2 Digital marketing, SEO/SEM
  • 7.2.3 Riding community and enthusiast management
  • 7.2.4 Product launches and events
  • 7.2.5 Market research and Voice of Customer (VOC)
  • 7.2.6 Partnerships and co-branding

7.3 After-Sales Services & CX

Customer experience throughout the motorcycle’s lifecycle. 4.0: Connected app, telematics, digital services Dependencies: Product & Eng. (4.5), Quality (5.4)

  • 7.3.1 Authorised service network management
  • 7.3.2 Motorcycle connectivity and telematics app
  • 7.3.3 Customer satisfaction management (NPS/CSAT)
  • 7.3.4 Loyalty programme and community
  • 7.3.5 Customer relations centre (CRM)
  • 7.3.6 Financial services and insurance (F&I)

7.4 Channel & Pricing Management

Pricing strategy, discount management, and distribution channel governance. 4.0: Dynamic revenue management Dependencies: Commercial (7.1)

  • 7.4.1 Pricing strategy and policy
  • 7.4.2 Discount and commercial incentive management
  • 7.4.3 Price elasticity analysis
  • 7.4.4 Physical and digital distribution channel management
  • 7.4.5 Competitive price analysis
  • 7.4.6 Revenue management and dynamic pricing

Domain 8 — Sustainability & ESG

8.1 Environmental Management & Decarbonisation

Environmental strategy and operations to reduce impact and ensure legal compliance. 4.0: Real-time carbon monitoring Dependencies: Maintenance (6.3), Digital M4.0 (2.5)

  • 8.1.1 GHG emissions inventory and tracking (Scope 1/2/3)
  • 8.1.2 Waste management and reverse logistics
  • 8.1.3 Environmental compliance (national regulations)
  • 8.1.4 Carbon reduction and net zero projects
  • 8.1.5 Environmental certifications (ISO 14001)
  • 8.1.6 GRI reporting and sustainability disclosures

8.2 Health, Safety & Ergonomics (HSE)

Accident prevention, occupational health, and ergonomics in the industrial environment. 4.0: Safety wearables, AI-driven prevention Dependencies: Core Manufacturing (1.2)

  • 8.2.1 HSE management system (ISO 45001)
  • 8.2.2 Ergonomic workstation analysis
  • 8.2.3 Risk management and hazard assessment plans
  • 8.2.4 Wearables for fatigue monitoring
  • 8.2.5 PPE management and regulatory compliance
  • 8.2.6 Accident investigation and analysis

8.3 Circular Economy & Sustainable Product

Integration of circular economy principles into design and operations. 4.0: Design for disassembly, bio-materials Dependencies: Product & Eng. (4.2), Sustainability (8.1)

  • 8.3.1 Design for sustainability (eco-design)
  • 8.3.2 Critical material traceability (lithium, copper)
  • 8.3.3 Recycling and take-back programme
  • 8.3.4 Hazardous material reduction (REACH/RoHS)
  • 8.3.5 Eco-design for electric vehicles
  • 8.3.6 Product Life Cycle Assessment (LCA)

Domain 9 — Corporate Support

9.1 Financial Management & Controlling

Financial planning, control, and managerial and statutory accounting. 4.0: Automated FP&A, cloud finance Dependencies: Strategy (1.1)

  • 9.1.1 Budgeting and forecasting (FP&A)
  • 9.1.2 Industrial cost accounting (ABC)
  • 9.1.3 Cash and treasury management
  • 9.1.4 Financial reporting (IFRS)
  • 9.1.5 Internal controls and financial compliance
  • 9.1.6 Internal and external audit

9.2 People Management & Development

Attracting, developing, and retaining talent for the factory of the future. 4.0: Digital upskilling, learning management platforms

  • 9.2.1 Recruitment and selection
  • 9.2.2 Training and development (L&D)
  • 9.2.3 Performance management and meritocracy
  • 9.2.4 Job grading and compensation structure
  • 9.2.5 Occupational safety and employee wellbeing
  • 9.2.6 Workforce planning and capacity management

9.3 Legal & Compliance Management

Legal conformance, contract management, and corporate legal protection. 4.0: LegalTech, smart contracts

  • 9.3.1 Contract and SLA management
  • 9.3.2 Regulatory compliance (antitrust, GDPR/LGPD)
  • 9.3.3 Intellectual property and patents
  • 9.3.4 Litigation and dispute management
  • 9.3.5 Due diligence and M&A
  • 9.3.6 Corporate insurance management

9.4 Information Technology (IT)

Corporate and industrial IT infrastructure, systems, and information security. 4.0: Hybrid cloud, IT/OT cybersecurity, private 5G Dependencies: Digital M4.0 (2.4, 2.5)

  • 9.4.1 ERP (integrated management system)
  • 9.4.2 Cloud and on-premise infrastructure
  • 9.4.3 Cybersecurity and identity management
  • 9.4.4 OT networks and private 5G in-plant
  • 9.4.5 Service desk and end-user support
  • 9.4.6 Project management and enterprise architecture

Domain 10 — Strategy & Governance

10.1 Strategic Planning

Defining the long-term vision, corporate strategy, and resource allocation. 4.0: Future mobility scenarios, EV strategy

  • 10.1.1 Strategic planning cycle (BSC/OKR)
  • 10.1.2 Market analysis and competitive scenario planning
  • 10.1.3 Initiative portfolio management
  • 10.1.4 M&A and strategic partnerships
  • 10.1.5 Corporate performance management (KPIs)
  • 10.1.6 Corporate governance and strategic ESG

10.2 Innovation & R&D

Management of technological innovation and applied research in the mobility sector. 4.0: Open innovation, connected vehicles, EV Dependencies: Product & Eng. (4.2), Digital M4.0 (2.1)

  • 10.2.1 Innovation pipeline management
  • 10.2.2 Open innovation and startup ecosystem
  • 10.2.3 Electric and hybrid propulsion research
  • 10.2.4 R&D centres and internal laboratories
  • 10.2.5 Government R&D tax incentive capture
  • 10.2.6 Emerging intellectual property management

10.3 Government Affairs & Regulatory Relations

Engagement with government, industry bodies, and management of the regulatory environment. 4.0: Regulation of autonomous and connected vehicles Dependencies: Product & Eng. (4.4)

  • 10.3.1 Engagement with transport authorities and industry associations
  • 10.3.2 Public policy monitoring and influence
  • 10.3.3 Tax incentive management (IPI, free trade zones)
  • 10.3.4 Trade union and labour relations
  • 10.3.5 Participation in standardisation committees
  • 10.3.6 International regulatory approval management

Executive Summary

# Domain L1 Capabilities L3 Capabilities (total) Type
1 Core Manufacturing 6 36 Core
2 Digital & Manufacturing 4.0 6 36 Digital
3 Supply Chain & Logistics 6 36 Core
4 Product & Engineering 5 30 Core
5 Quality & Compliance 5 30 Core
6 Maintenance & Facilities 3 18 Core
7 Commercial, Marketing & CX 4 24 Support
8 Sustainability & ESG 3 18 Strategic
9 Corporate Support 4 24 Support
10 Strategy & Governance 3 18 Strategic
Total 45 270

Generated with a Manufacturing 4.0 focus for the motorcycle industry. Compatible with LeanIX, Ardoq, BizzDesign, and other EA tooling.