Article Type: Concept
Audience: Prospective Customers, Solution Architects, Enterprise Administrators, Partners
Module: Manufacturing Execution System (MES Full)
Applies to Versions: 2025.4.1+

1. Overview

The MES Full 2025.4.1 package is a comprehensive, production-ready Manufacturing Execution System built on the Fuuz Industrial Operations Platform. This complete application demonstrates the extensibility and capability of Fuuz by delivering 1,325+ pre-configured components spanning the entire manufacturing value chain—from production planning and shop floor execution to quality control, warehouse management, and enterprise integrations.

Unlike traditional MES implementations requiring extensive custom development teams, the MES Full package provides a fully functional system that deploys in 15-26 minutes while remaining highly customizable through Fuuz's visual designers and JSONata expressions.

Package Contents Summary:

• 239 Data Models covering all manufacturing entities
• 191 User Interface Screens for web and mobile
• 163 Data Flows for business logic automation
• 80 Auto-Numbering Sequences
• 58 Modules organized across 15 functional areas
• 40 Transaction Types for comprehensive audit trails
• 32 Saved Transforms with reusable JSONata functions
• 17 Interactive Visualizations for analytics and dashboards
• 6 Document Designs for labels, travelers, and reports
• 600+ Configuration Sets including status codes, calendars, and enumerations

2. Architecture & Data Flow

Definitions

• Fuuz Application Package: A deployable .fuuz file containing data models, screens, data flows, documents, and configuration data that can be installed across Fuuz environments (Build, QA, Production).
• Data Model: Database structures managed by Fuuz's proprietary ORM layer with automatic GraphQL API generation. App designers create models using the Data Model Designer without writing MongoDB schemas.
• Screen: User interface built with Fuuz's Screen Designer using JSONata expressions for dynamic behavior. No React development required.
• Data Flow: Visual workflow automation with 50+ specialized nodes for database operations, transformations, integrations, and notifications. Functions as a complete iPaaS (Integration Platform as a Service).
• Saved Transform: Reusable JSONata functions extending the base language with domain-specific manufacturing calculations and operations.
• Module Group: Organizational containers grouping related modules (e.g., Production Management, Warehouse Management, Quality Control).
• Access Type: Permission level granted to users (App Admin, Developer, or Web Access with assigned roles). Access types do not automatically synchronize across applications or environments.

Components

The MES Full package architecture spans 15 functional module groups:

• Production Management: Work order lifecycle, production scheduling, kanban, discrete manufacturing (Work Order Management, Advanced Production Scheduling, Kanban Production modules)
• Shop Floor Execution: Real-time production tracking, operator interfaces, OEE monitoring (Production Monitoring, Process Monitoring, Equipment Diagnostics, Control Panels modules)
• Warehouse Management: Location management, inventory control, cycle counting (Storage Management, Inventory Control, Material Handling, Logistics modules)
• Materials Management: Inventory transactions, receiving, shipping, traceability (Inventory, Materials, Receiving, Fulfillment modules)
• Quality Control: Inspection workflows, specification management (Quality module)
• Traceability & Genealogy: Lot tracking, serialization, compliance reporting (Genealogy Tracking, Product Traceability modules)
• Maintenance Management: Preventive maintenance scheduling, spare parts (Maintenance, Spare Parts Management modules)
• Labor & Time Tracking: Employee time recording, shift management (Employee Time Recording, Resource and Shift Scheduling modules)
• Resource Management: Workcenter configuration, capacity planning (Workcenters, Resources, Scheduling, Dispatching modules)
• Mobile Applications: Mobile-optimized interfaces (Production Mobile, Maintenance Mobile, Inventory Mobile, Receiving Mobile, Shipping Mobile modules)
• Reporting & Analytics: Dashboards, KPIs, business intelligence (Dashboard, Business Intelligence, Reporting Configuration modules)
• EDI & Integration: Electronic data interchange, ERP connectivity (EDI, Integration, Application Connector modules)
• Product Data Management: Bill of materials, routings, engineering change control (Product Data Management, Manufacturing, Planning modules)
• System Configuration: Access control, application lifecycle (Access Control, Data Management, Application Setup, Configuration, Orchestration modules)
• Applications & Lifecycle: Package management, version control (Application Lifecycle Management, Data Modeling, Internet of Things, Files, Documentation modules)

3. Use Cases

• Rapid MES Deployment: Organizations can deploy a complete, production-ready MES in 15-26 minutes rather than spending 12-18 months on custom development. The package provides immediate value with work order management, inventory tracking, quality control, and production monitoring out of the box.
• Platform Evaluation: Prospective customers can experience the full capability of the Fuuz platform through a working enterprise application. The MES Full package demonstrates how Fuuz applications scale from departmental tools to integrated enterprise systems without sacrificing customizability.
• Manufacturing Digital Transformation: Companies can modernize legacy systems by deploying MES Full as a foundation and then customizing it to their specific processes. The package includes integration capabilities for ERP systems (SAP, Oracle), PLCs, printers, and other enterprise software.
• Multi-Site Standardization: Enterprises operating multiple manufacturing facilities can deploy MES Full as a standard platform across sites. Facility-specific customizations can be managed through configuration rather than forking the codebase.
• Industry Compliance: Regulated industries (medical devices, aerospace, food & beverage) can leverage the package's comprehensive audit trails, lot traceability, and quality management capabilities to meet FDA 21 CFR Part 11, AS9100, ISO 13485, and other regulatory requirements.
• Development Best Practices Reference: Development teams can study the MES Full package to understand Fuuz design patterns, JSONata techniques, and data flow architecture for building other industrial applications on the platform.

4. Screen Details

The package includes 191 user interface screens demonstrating the full range of Fuuz Screen Designer capabilities:

Desktop Planning Interfaces

• Work Order Management: Advanced table views with inline editing, multi-level filtering, bulk actions, and drill-down navigation to process details
• Production Schedule: Gantt chart visualizations with drag-drop rescheduling, capacity analysis, and constraint management
• Dispatch Board: Real-time work center status, queue management, and operator assignment
• BOM Editor: Hierarchical tree view with component substitutions, quantity calculations, and version control

Shop Floor HMI Screens

• Operator Control Panel: Touch-optimized interface with large buttons, badge scanning, work order selection, and job status display
• Event Logging: Downtime reason capture, mode/event tracking, and OEE real-time display
• Job Status Board: Production progress visualization with completion percentages, scrap tracking, and Andon notifications
• Quality Inspection: Checklist-style interfaces with pass/fail criteria, measurement entry, and photo attachments

Mobile Applications

• Production Mobile: Job start/stop, material consumption, completion reporting with barcode scanning
• Receiving Mobile: Purchase order lookup, receipt confirmation, label printing, location put-away
• Inventory Mobile: Cycle count interface, inventory adjustments, location transfers
• Shipping Mobile: Pick list processing, load staging, shipment confirmation
• Maintenance Mobile: Work order lookup, parts consumption, completion sign-off

Configuration & Management

• Product Management: Form-based product configuration with validation, custom fields, and document attachments
• Workcenter Setup: Equipment configuration, capacity definition, calendar assignment, event/mode management
• Inventory Management: Location hierarchy, storage type configuration, replenishment rules
• Supplier Management: Approved supplier lists, lead times, quality ratings

Analytics & Dashboards

• Production Dashboard: OEE gauges, production vs. target charts, downtime Pareto analysis
• Inventory Reports: Stock level visualizations, ABC analysis, turnover metrics
• Quality Analytics: First-pass yield trends, defect analysis, supplier quality scorecards

All screens leverage JSONata expressions for dynamic behavior including calculated fields, conditional visibility, data validation, and user context awareness. No custom JavaScript is required for standard screen functionality.

5. Technical Details

Data Models (239 Total)

Core manufacturing data models include:

• WorkOrder - Production order master with status, priority, dates, and quantities
• WorkOrderProcess - Individual routing operations with workcenter assignments
• MasterInventory - Container-level inventory tracking with lot, serial, and location
• InventoryTransaction - All material movements with full audit trail
• Product - Item master with engineering specifications
• ProductStrategy - Bill of materials and routing definitions
• Workcenter - Production resources with capacity and calendar
• WorkcenterHistory - Time-series event and mode tracking for OEE
• QualitySpecification - Inspection criteria and limits
• PurchaseOrder, Receipt, SalesOrder, Shipment - Supply chain transactions

All data models expose GraphQL queries and mutations through Fuuz's automatic API generation. The API Tree Browser provides visual exploration of available endpoints without requiring GraphQL expertise.

Data Flows (163 Total)

Representative business logic automations:

• Create Work Order from Screen: Validation, BOM explosion, material allocation, routing generation
• Production Completion: Inventory transactions, labor recording, quality checks, status updates
• Receipt Confirmation: Purchase order update, lot creation, label printing, put-away suggestion
• Andon Request Notification: Event-driven alerts via email, SMS, and mobile push notifications
• Backfill Workcenter History: Scheduled aggregation of production data for analytics
• ERP Sync Work Orders: Integration with external systems using pre-built connectors

Document Designs (6 Total)

• Receiving Label (v3.3): Material identification with lot tracking and supplier information
• Location Label (v1): Warehouse location identification for scanning and navigation
• Finished Goods Label (v1): Production output labeling with compliance data and GS1 barcodes
• GS1 Barcode (v1): Industry-standard GS1-128 barcodes for supply chain interoperability
• Work Order Traveler (v1.0.0): Production routing documentation with operation sign-offs
• Master Unit Label (v2.9.0): Container-level inventory identification

Documents utilize Stimulsoft reporting engine integration with dynamic data binding to Fuuz data models.

JSONata Custom Function Library

The MES Full package leverages Fuuz's 294 custom JSONata functions including:

• Manufacturing Functions: OEE calculations, yield analysis, capacity planning, shift time calculations
• Date/Time Operations: Shift lookups, calendar operations, duration formatting, timezone conversions
• Data Transformations: Unit conversions, aggregations, hierarchical grouping, pivot operations
• String Utilities: Barcode generation, pattern matching, case conversions, sanitization
• Array Processing: Sorting, filtering, unique value extraction, set operations

Configuration Data

The package includes 600+ pre-configured values:

• Work Order Statuses: 11 statuses (New, Started, Hold, Completed, Cancelled, etc.)
• Inventory Statuses: 23 statuses covering receiving, inspection, quarantine, shipping states
• Event Types: 8 equipment states (Running, Idle, Down Planned, Down Unplanned, etc.)
• Transaction Types: 40 types for comprehensive audit trails
• Product Types: 21 categories (Assembly, Raw Material, Finished Goods, etc.)
• Calendars: 7 pre-configured shift schedules and holiday calendars

6. Resources

• Fuuz Industrial Operations Platform (fuuz.com)
• Fuuz Platform Documentation (Screen Designer, Data Flow Designer, Data Model Designer reference guides)
• JSONata Documentation (JSONata query language specification with Fuuz custom function library)
• Stimulsoft Reports and Dashboards User Manual (Document Designer reference)
• MES Implementation Services (Professional services for deployment and customization)
• Fuuz Community Forum (User community for best practices and solutions)

7. Troubleshooting

• Package Installation Timeout: Large packages may exceed default timeout settings. Cause: Network latency or database performance. Fix: Contact Fuuz support to adjust installation timeout parameters or install package during off-peak hours.
• Access Control Not Working After Installation: Users cannot access modules despite package deployment. Cause: Access types and roles do not automatically install with packages. Fix: Enterprise Administrators must manually configure access control policies, assign roles, and grant permissions in each environment (Build, QA, Production).
• Data Flow Fails to Execute: Data flows return errors or do not trigger. Cause: Missing dependencies or incorrect environment configuration. Fix: Verify all referenced data models exist, check Data Flow deployment status, review Data Flow execution logs for specific error messages.
• Screens Display Incorrectly: Layout issues or missing data on screens. Cause: JSONata expression errors or missing routing configuration. Fix: Use Screen Designer preview mode to test JSONata expressions, verify route paths are correctly configured, check browser console for JavaScript errors.
• Document Labels Not Printing: Document designs fail to generate or print. Cause: Document deployment errors or printer driver issues. Fix: Verify Document Design deployment status, test document preview in Document Designer, check printer configuration and Fuuz gateway connectivity.
• Integration Connectors Not Available: Pre-built connectors for SAP, Oracle, or other systems not visible. Cause: Connector licensing or gateway configuration. Fix: Verify enterprise license includes required connectors, ensure Fuuz gateway is properly configured with connector credentials.

8. Revision History