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1. Manage Quality Alerts and Non-Conformance Reports (NCR) Manufacturing & Quality Operations

   Documenting off-spec production, quarantine disposition, 8D root-cause investigation, and CAPA resolution.

2. Process Scrap, Spoilage, and Rework Orders Manufacturing & Quality Operations

   Recording manufacturing waste, scrap accounting, normal vs abnormal spoilage, and rework MO execution.

3. Manage By-Products and Co-Products Manufacturing & Quality Operations

   Configuring secondary outputs, cost allocation percentages, by-product stock valuation, and processing yields.

4. Execute Unbuild and Disassembly Orders Manufacturing & Quality Operations

   Deconstructing finished assemblies, salvage inventory recovery, and reversing manufacturing absorption entries.

5. Operate the Master Production Schedule (MPS) Manufacturing & Quality Operations

   Forecasting finished goods demand, setting safety stock, and executing automated replenishment schedules.

6. Configure Make-to-Order (MTO) Replenishment Manufacturing & Quality Operations

   Automating production launches directly from confirmed customer sales orders without holding finished stock.

7. Execute BoM Cost Roll-Up and Standard Costing Manufacturing & Quality Operations

   Calculating total product cost across raw ingredients, labor hours, machine overhead, and updating standard prices.

8. Work-in-Progress (WIP) and Absorption Accounting Manufacturing & Quality Operations

   General ledger journal entry mechanics, debit/credit postings for material consumption, labor recovery, and finished stock.

9. Analyze Production Cost Variances Manufacturing & Quality Operations

   Investigating Material Price Variance, Material Usage Variance, and Labor Efficiency Variance.

10. Integrate Machine Maintenance and Downtime Tracking Manufacturing & Quality Operations

    Automatic triggering of maintenance requests from shop floor breakdowns, equipment tracking, and MTBF/MTTR metrics.

11. Manage Subcontracting and Toll Manufacturing Manufacturing & Quality Operations

    Managing outsourced production steps, sending drop-shipped components to subcontractors, and receiving finished assemblies.

12. Lot and Batch Traceability Across Production Manufacturing & Quality Operations

    Full upstream and downstream traceability from raw ingredient supplier lots to finished goods customer deliveries.

13. Manufacturing Cockpit and OEE Dashboards Manufacturing & Quality Operations

    Executive overview of plant throughput, line availability, performance efficiency, and bottleneck visualization.

14. Production Analysis and Cost Variance Reports Manufacturing & Quality Operations

    Standard reports: Production Analysis Pivot, Work Center Utilization, BoM Cost Breakdown, and Operator Productivity.

15. Manufacturing Roles and Permission Matrix Manufacturing & Quality Operations

    Access rights, user groups, and separation of duties for Plant Managers, Supervisors, Operators, and Cost Accountants.

16. Manufacturing System Configuration and Settings Manufacturing & Quality Operations

    Enterprise settings: work order routing toggles, subcontracting, allocation methods, and timer rounding rules.

17. Integrations: Inventory, Procurement, and Payroll Manufacturing & Quality Operations

    Technical integration points linking manufacturing to inventory quants, purchase orders, and HR payroll timesheets.

18. Manufacturing Troubleshooting and Common Issues Manufacturing & Quality Operations

    Resolving unreserved component locks, negative WIP balances, timer mismatches, and closed-period adjustments.

19. Manufacturing Technical Architecture and Data Model Manufacturing & Quality Operations

    Database schema, relational entities, core Python models (mrp.production, mrp.bom, mrp.workcenter), and ORM hooks.

20. Manufacturing Automated Testing and Quality Verification Manufacturing & Quality Operations

    Automated unit tests, integration test suites, reconciliation verification scripts, and release checklists.