# Change management
<a name="change-management"></a>


|  MIDAREL03: How do you design your workload to adapt to changes in demand?  | 
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 Manufacturing environments experience variable workloads due to production shifts, seasonal demands, and unforeseen changes. Designing systems that can automatically adjust to these fluctuations improves performance and cost efficiency. 

**Topics**
+ [MIDAREL03-BP01 Implement dynamic scaling for shop floor data ingestion pipelines](midarel03-bp01.md)