Process Mining Agent

This Process Mining Agent generates insights about activity frequencies, event frequencies and time statistics, runs process discovery, and creates process maps and dotted charts. It:

• ensures privacy by not exposing raw data to the agent,

• relies on deterministic, precise, and auditable KNIME workflows to solve data tasks rather than depending solely on black-box LLM responses.

Example interactions with the process mining agent

1. Generate a process map for the event log.

2. Run process discovery on the event log.

3. Generate a dotted chart for the event log.

4. What is the average case duration in months?

5. What is the average case duration in years?

6. What are the different activities and their frequencies in the event log?

7. What is the distribution of start activities in the event log?

8. What is the distribution of end activities in the event log?

9. How many unique activities are present in each case?

10. What is the most frequent trace variant in the event log?