Best 4 Use Cases of AI-Enabled Process Mining Utilization

Many process-mining vendors claim they offer AI-powered process mining software. However, many clients don’t know how AI features are integrated into process-mining software, making it difficult to explain the benefits and use cases for integrating AI with process mining to business leaders.

This article explains how AI can be used to enhance process mining and what applications could benefit from AI-enabled mining.

Is AI used in process mining?

Although most process mining tools don’t leverage AI, there are some vendors that integrate AI features like machine-learning or deep learning to automate the collection, discovery and visualization of process data. AI-enabled mining can also enhance features of other applications, such as predictive analytics and digital twins.

These functionalities are the most useful for AI implementation:

• Data collection, cleaning, and preparation
• Process categorization
• Analyzing and identifying process problems

1. Automated process discovery

Automated process discovery is a term that refers to vendors offering process discovery tools that use AI technology and algorithms to automatically discover workflows and models. Utilizing computer vision, automated process discovery can help identify human interaction.

Originally published on The Tech Trend