direct MES
Competence Matrix
- The competence matrix gives you full visibility and control
- Ensure qualified staffing at the right stations
- Use machines and personnel more efficiently
- Assign tasks based on health considerations and training
- Plan smarter with direct MES
- Improve quality by matching competence to task
To plan manufacturing efficiently, you need to know which employees and machines are suited for which tasks. The competence matrix in direct MES gives you this overview, ensuring that staffing and machine usage are aligned with qualifications and available capacity. The result is smarter planning, more effective resource utilisation and enhanced quality.

Better decisions with the competence matrix
Your organisation comprises people and machines with varying skills and limitations. The competence matrix gathers information on who is trained in which operations and which machines can be used to produce specific products. This allows for more precise task allocation. The system also considers health restrictions and assigns tasks accordingly for certain employees. For instance, an experienced operator might be prioritised for a complex batch process, while another is allocated to a simpler station. This method ensures that manufacturing remains both efficient and safe.
Planning and control in direct MES
direct MES uses the competence matrix as part of its integrated planning engine. The system allocates both personnel and machines based on availability and qualifications. Staffing plans are built around certifications and training records and are updated automatically when resources change. This reduces the risk of production errors and increases utilisation of both staff and equipment. AMS, the developer of direct MES, has years of experience delivering manufacturing control systems that meet the industry's demands for quality and flexibility.

Quality and capacity, working together
When staffing is planned in line with machine capacity, bottlenecks are reduced and quality is maintained. Operations are assigned to suitable personnel, and machines with shared capabilities are used more effectively. This supports daily production that delivers both efficiency and consistency.
With the competence matrix in direct MES, your manufacturing becomes smarter, more resource-efficient and quality-assured – in every delivery.