
Insights from process mining enable data driven decision making, identify bottlenecks and reduce costs . This article aims to reveal typical results and usage areas of process mining, including a summary of these case studies.
Business outcomes of process mining projects
After mining their processes, many organizations gained vital insights into their businesses. These insights helped them to execute better process analysis and prepare action plans. In conclusion, companies have achieved various results for process improvement. Top 3 typical results are as the following:
1- Data-driven decision making
An essential benefit of process mining is to be data-driven. While extracting processes, the software always uses real data. This enables insights from the process mining tool to be factual. As a result, companies can diagnose their processes confidently. They move forward with real data; not personal opinions or guesses.
2- Reduced costs
One thing companies usually try to aim is to reduce their costs and generate higher profits. By analyzing event logs, process mining can show a company the duration of each stage in its process, its costs, and ways to improve it. The company can get rid of unnecessary costs and make relevant moves to reduce them.
Real-life example
For example, by using process mining, Vodafone discovered that they have low automated transactions, and decided to focus on this area. As it started to use robotic process automation (RPA) to improve its order process, Vodafone has decreased its unit process order costs from $3.22 to $2.85.
3- Identification of the bottlenecks
At some point, the processes may have several stages which take too much time and cause processes to slow down. This reduces efficiency because it affects other stages for not working properly. The companies can identify those stages and take action to reduce them.
Real-life example
For example, BridgeLoan has integrated a process mining tool into its ERP system to identify the bottlenecks in their loan application processes. After recreating their processes, the process started to progress 40% faster and the company can now process 30,000 applications in a month.
What are typical processes to be mined?
The companies mine various processes to understand what their actual processes look like and find ways to improve them. These processes are usually the ones which the company can increase its level of automation.
The typical processes we have observed from the case studies are:
- Purchase-to-Pay
- Order-to-Cash
- Logistics
- Quality Management
- Finance
- Healthcare
- Education
Feel free to read our guide to learn more on process mining use cases.
Process mining case studies
Below, you can find the extended list of process mining (PM) case studies which we have collected from different resources with the achieved results. Filter the list by the service provider, industry, or process:
Company | Country | PM Tool | Industry | Process | Results |
---|---|---|---|---|---|
AB InBev | Belgium | QPR | Food & Drink | Supply chain | ▪ Reduced operational costs ▪ Better visibility of actual performance |
Afrisam | South Africa | QPR | Construction | Risk management | ▪ Improved overall process efficiency ▪ Identification and better visualization of risks ▪ Real-time performance monitoring |
Akzonobel | Netherlands | Celonis | Chemicals | Purchase-to-Pay, Accounts Payable, and Order-to-Cash | ▪ Identified that 18% of process have manual changes ▪ Improved SRM efficiency from 40% to 70% in one year ▪ Reduced costs |
Alexianer | Germany | Lana Labs | Healthcare | Emergency hospitalization | ▪Optimized the patient care quality ▪reduced waiting times by 80% ▪Improved communication across functions |
Alliander | Netherlands | Lexmark | Utilities | Purchasing | ▪ Gained insights into the complexity of the process ▪ Elimination of unnecessary steps ▪ Standardization of the process ▪ Discovery of the need of staff re-training |
Amag | Switzerland | QPR | Automotive | Finance & Controlling | ▪ Improved KPI measures ▪ Improved operating efficiency by focusing on underperforming targets |
Ana Aeroports | Portugal | Process Sphere | Travel | Service Process | ▪ Identification of unoptimized steps ▪ Elimination of non-value-add tasks which speeds up the process ▪ Quick identification of problems and improvement opportunities |
Anonymous | Australia | Not disclosed | Bank | Mortgage Approval process | ▪ Identification of communication issues between front office and back office. |
Anonymous | Eastern Europe | StereoLOGIC | Bank | Back Office Operations | ▪ Process optimization by an average of 16%. ▪ 4 month ROI |
Anonymous | Canada | StereoLOGIC | Financial services | Call Center Operations, Back Offices | ▪33.6 % process efficiency gain in less than 3 months |
Further reading
To learn more facts and details about process mining:
- Top 20 Process Mining Stats: Market Size & Adoption
- 6 Process Mining Trends to Watch for
- What are 5 Best Process Mining Algorithms to Consider?
- Top 6 Applications of Machine Learning in Process Mining
Check out our comprehensive, data-driven and up-to-date list of process mining software and compare top open source process mining tools.
If you still have questions about process mining software, we would like to help:
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Cem's work has been cited by leading global publications including Business Insider, Forbes, Washington Post, global firms like Deloitte, HPE and NGOs like World Economic Forum and supranational organizations like European Commission. You can see more reputable companies and resources that referenced AIMultiple.
Throughout his career, Cem served as a tech consultant, tech buyer and tech entrepreneur. He advised enterprises on their technology decisions at McKinsey & Company and Altman Solon for more than a decade. He also published a McKinsey report on digitalization.
He led technology strategy and procurement of a telco while reporting to the CEO. He has also led commercial growth of deep tech company Hypatos that reached a 7 digit annual recurring revenue and a 9 digit valuation from 0 within 2 years. Cem's work in Hypatos was covered by leading technology publications like TechCrunch and Business Insider.
Cem regularly speaks at international technology conferences. He graduated from Bogazici University as a computer engineer and holds an MBA from Columbia Business School.
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