Process data mining involves the use of special techniques to analyze and improve business processes using data from multiple sources. With Process data mining, software helps transform raw data into usable information through the use of charts and other data visualization tools.
There are 7 steps involved in the data mining process:
Business Transformation Institute can help you through the data mining process. Whether you want to understand software engineering trends or predict DevOps success, the team at Business Transformation Institute can help.
We specialize in software process improvement data science. Our process mining capabilities collect and combine data from event logs with product and service quality measurements to help our clients increase process efficiency and have a better understanding of how their processes generate value.
This will enable you to:
The team at Business Transformation Institute can utilize process data mining services to help your organization do the following and more:
We also provide recommendations for corporate governance structures that promote process excellence. Plus, we train key officers to execute the new strategy to give your company a unique edge over your competitors.
Data Science is the best way to discover all the sources of inefficiencies in your business processes. It not only provides insight from historic data but can also be used to predict how well you’ll meet your set goals and product delivery deadlines.
Our process data science experts are ready to help you take full advantage of the benefits of effective process mining in your organization.
Our process mining makes use of accurate, high-integrity data to perform modeling, analysis, and visualization of your processes. With our specially designed “Nymbul Mineral” process mining software, we can help you automatically identify, track, and optimize all your business processes.
We collect a large volume of data across the whole enterprise to help you understand how your business processes are performing. We also gather deep data for each project or program of interest. This data can also be used for developing new programs and projects. We help you discover the links between the way the process is carried out and the products that are produced.
All transactions that take place within the program’s environment will be captured. Data comes directly from the tools and systems. No intervention, adjustment, or interpretation occurs because of subjective interpretations. More accurate process changes can be made because of the integrity of the data.
Data mining occurs at the time intervals driven by when activities occur, from near real-time to hourly, daily, weekly, etc. based on change rates. Data is collected automatically from the work environment based on changes and not at a specific time interval. This approach makes it easier to identify trends and give timely responses that reduce waste, defects, and rework.
Our process mining service delivers the following:
