Fine Planning at the Shop Floor Level with SAP Digital Manufacturing Resource Orchestration

• Definition: SAP DM Resource Orchestration (SAP REO) is the planning and dispatching module for AI-powered fine planning on the shop floor.
• Objective: Automatically assign orders to the optimal resources and reschedule them in real time in the event of deviations.
• Benefits: Reduced manual planning effort, higher capacity utilization, and more stable production processes.
• Practical Application: Particularly effective in environments with frequent disruptions, shift and qualification logic, and set-up time-critical processes.

Automated Vehicle Dispatching

SAP REO uses AI algorithms to automatically assign orders to the optimal resources. The auto-dispatching system simultaneously takes into account employee qualifications and availability, machine capacities and statuses, throughput and setup times, work plans, and available tools and production aids. Gaps in order scheduling are intelligently filled, and resource utilization is maximized.

Real-Time Visualization via Gantt Charts

SAP REO uses an interactive Gantt chart to visualize resource utilization, availability, and potential bottlenecks in real time. Planners can identify capacity overloads at a glance and make manual adjustments via drag-and-drop. The dispatching dashboard proactively identifies bottlenecks and automates order approvals based on defined business rules.

Machine Learning for Continuous Improvement

Machine learning models continuously learn from manual planner adjustments, thereby improving their capacity forecasts. This hybrid human-machine decision-making logic enables experienced production planners to make final optimizations, while the system learns from these interventions for future planning cycles.

Dynamic Disruption Handling and Rescheduling

In the event of unforeseen incidents—such as machine breakdowns, rush orders, or staff absences—SAP REO immediately performs rescheduling. The system automatically identifies alternative resources, reschedules affected orders, and calculates the impact on downstream processes. Affected staff are automatically notified.

SAP REO plans and orchestrates four key types of resources on the shop floor:

The following examples focus specifically on the fine planning and dispatching functions of SAP REO.

Automotive Supplier: Setup Time Optimization for a Wide Range of Variants

A global automotive supplier uses SAP REO to schedule the sequence of production orders in a way that optimizes setup times. The auto-dispatching algorithm takes tool changeover times into account and automatically groups similar orders. In the event of machine downtime, the system redistributes orders in real time to alternative equipment and reschedules downstream processes accordingly.

Discrete Manufacturing: Shift Planning with Skill Matching

In facilities with complex shift models, SAP REO automatically assigns employees to the orders for which they are qualified. The system takes into account availability, break times, and qualification profiles. In the event of staff absences, replacement workers are automatically identified and scheduled.

The cost-effectiveness of SAP REO stems primarily from the automation of manual planning processes and the optimization of resource utilization:

• Shorter planning cycles: From hours to minutes through automated dispatching
• Reduced setup times: Through sequence-optimized order planning
• Minimized downtime and wait times: Through proactive capacity allocation and immediate rescheduling in the event of disruptions
• Optimized staff allocation: Through skills-based matching instead of manual assignment
• Improved planning quality: Through ML-based forecasts that learn from historical planning decisions