Revolutionizing Risk Management: Achieving Comprehensive Insights with Process Mining
In the ever-evolving landscape of risk management, adaptability becomes a crucial competitive advantage. However, large organizations often grapple with outdated, complex processes that hinder their ability to keep pace with business changes.
This situation puts immense pressure on internal audit teams, tasked with swiftly gaining precise and comprehensive insights into the company’s operations. Traditionally, auditors relied on manually documented reports, interviews, and personal opinions, providing only about 40 percent of the truth, according to Stewart Wallace, Director in Risk Analytics at EY UK.
Enter process mining. Advanced software like QPR ProcessAnalyzer not only ensures 100 percent process coverage but also detects unexpected events overlooked by traditional analytics. This blog explores how process mining facilitates efficient internal control, enabling a proactive approach to identifying errors.
Internal audit and risk management challenges
Navigating Risk Management Challenges: A Process Mining Approach
In the dynamic landscape of evolving threats, disruption, global risks, digital vulnerabilities, and regulatory intricacies, the emphasis on internal auditing and risk management has never been more critical. Organizations must assess the current state of their operations and determine if their intricate processes have kept pace with business transformations to effectively address these challenges.
Improved performance, cost efficiency, enhanced external connectivity, and regulatory compliance stand out as key goals in process evolution. For organizations embarking on this journey, QPR, with over 30 years of process excellence experience, recommends starting with an examination of “as-is” processes. This involves identifying bottlenecks, areas for efficiency improvement, unexpected deviations, instances of over- or under-control, and security or fraud vulnerabilities.
While this task is undoubtedly challenging, process mining emerges as an unparalleled method for such transformative endeavors. The following framework—Discover, Analyze, Mitigate, Engage—utilizing our process mining software, outlines a precise approach to internal control, proactive error management, and adaptability to changes in the risk management landscape.
1. Quickly discover 100% as-is transactions
Unveiling Process Realities with Process Mining
The depicted graph illustrates the stark contrast among three prevalent perceptions of processes. The “textbook” portrayal, encapsulating a mere 20 percent of the actual process, serves as a simplistic demonstration for explanatory purposes. Real-life processes, however, are replete with reworks, variations, and exceptions, substantially deviating from this idealized representation. Further complexity arises from individuals in similar roles adopting diverse work approaches, leading to a comprehension level of approximately 40 percent regarding the true behavior of the end-to-end process.
Process mining, as a transformative tool, transcends these limitations by providing unparalleled access to 100 percent coverage of all processes and transactions, bringing forth the unadulterated realities hidden within organizational workflows.
Efficient Process Discovery with Process Mining
Achieving process discovery can be a gradual collaboration with a data scientist or an expedited journey with the aid of a process mining tool. A notable example is QPR ProcessAnalyzer, which facilitates a comprehensive and automatic analysis of your processes in a single endeavor. The process mining methodology offers an efficient, fact-based perspective of your processes, distinct from traditional analytics, by eliminating the need for extensive inquiries and mitigating inherent biases. This streamlined approach ensures a swift and accurate unveiling of the intricate dynamics within your organizational processes.
2. Analyze and produce high quality audit findings
Swift and Comprehensive Internal Audits with Process Mining
Leveraging process mining expedites the generation of fact-based insights derived from your information systems. Practical applications often involve utilizing tools like QPR ProcessAnalyzer immediately after concluding monthly or quarterly reviews. As soon as the latest data is integrated into the systems, the tool provides standardized or tailored analyses and findings.
Process mining offers a distinctive advantage over traditional analytics in internal audits by enabling the selection of target audits through various dimensions like company codes, transaction types, or specific organizational units. This approach empowers your internal audit team with an efficient and all-encompassing reporting system. Additionally, the flexibility to analyze the entire dataset or segment it further enhances workflow efficiency.
3. Mitigate risks and save millions in costs
Efficient Process Comparison and Root Cause Analysis with Process Mining
A fundamental capability of process mining involves the swift comparison of your existing processes with their design models. This is achieved by generating visualized process flows using data extracted from your company’s IT systems. Rapid identification of non-conforming events becomes possible, and the tool facilitates automatic root cause analyses to trace their origins.
Unlocking Savings and Proactively Eliminating Compliance Costs with Intelligent Process Mining
Revealing concealed bottlenecks and inefficiencies within your processes can result in substantial savings, not only in compliance costs but also in auditing expenses. The innovation of intelligent process mining by QPR takes this a step further. Integrated with machine learning and artificial intelligence algorithms, the QPR process mining software has the capability to predict future risks and propose preemptive corrective actions to process owners and stakeholders. This advanced feature enables you to address potential issues in your processes before they materialize.
4. Engage all business operations for organizational transformation
Enhancing Collaboration through Live KPI Reports with QPR Process Mining
Leveraging the QPR process mining tool, you have the ability to generate and share real-time process Key Performance Indicator (KPI) reports, inclusive of audit findings, with the business stakeholders in your organization. This enables them to identify process issues, pinpoint root causes, and actively participate in refining operations by reanalyzing data. Fostering this collaboration between internal auditors and business operators is pivotal for the triumph of your organization’s process excellence initiatives. Now, both parties can align their efforts towards the common goal of continuous process improvement.
Now is an opportune moment to delve into Process Mining if your company hasn’t already. The capabilities and user-friendliness of Process Mining software are advancing swiftly, and the market is progressing towards maturity, although there is still ongoing development and refinement.