Process Mining + Data Science provide unprecedented operational transparency for your business.

KGA will partner with you to launch your AI-powered Process Mining program and identify automation use cases across your enterprise.

Process mining is a family of techniques in the field of process management that support the analysis of business processes based on event logs. During process mining, specialized data mining algorithms are applied to event log data in order to identify trends, patterns and details contained in event logs recorded by an information system. Process mining aims to improve process efficiency and understanding of processes.

Traditional manual process discovery does not comprehensively account for process permutations and nuances due to the biases and anecdotal feedback from the individuals being shadowed. The computer vision-based solution objectively captures each activity which saves weeks of otherwise intrusive consultant effort spent shadowing, transcribing and validating. 

For enterprise level process mining, KGAutomation partners with Fortress IQ as a Virtual Process Analyst which leverages advanced artificial intelligence (AI) and machine learning (ML) capabilities to streamline process discovery across many observed machines. Using FortressIQ, a trained user can create impressive outputs such as Process Definition Documents (PDDs), detailed process metrics such as average duration, and even paint a landscape of all known permutations of a process across involved applications and associated user interfaces. These outputs are intended to create transparency into business operations and identify opportunities for process improvement including automation use cases.