The DMAIC process is a structured problem$-$solving methodology used in Six Sigma and other quality management initiatives. It consists of five phases:$1.**$Define:$**$ In this phase, the project goals and scope are defined. This involves identifying the problem, clarifying the objectives, and understanding the needs of the stakeholders. The key deliverables, milestones, and success criteria are also established$\mathrm{.}2.**$Measure:$**$ Once the project is defined, the focus shifts to collecting data and establishing baseline measurements. This involves identifying relevant process metrics, selecting appropriate measurement methods, and gathering data to assess the current state of the process$\mathrm{.}3.**$Analyze:$**$ In the analyze phase, the collected data is analyzed to identify the root causes of the problem or inefficiencies in the process. Various tools and techniques, such as statistical analysis, process mapping, and cause$-$and$-$effect diagrams, are used to explore relationships and patterns in the data$\mathrm{.}4.**$Improve:$**$ With a clear understanding of the root causes, the focus shifts to developing and implementing solutions to address the identified issues. Potential solutions are generated, evaluated, and tested in a systematic manner to determine their effectiveness in improving Summarize them