Analysis
Process Mining for Order-to-Cash in a Mid-Size Manufacturing Firm
Overview
What this challenge is about.
Your task is to analyze the provided event log using process mining software (e.g., Disco, Celonis, or ProM). Discover the as-is process model, identify bottlenecks, rework loops, and conformance issues. Then, propose a redesigned process (in BPMN) that reduces cycle time by 20%. Success is a clear report with process discovery results, conformance analysis, and a to-be model. Constraints: no access to additional data; use only the provided log. Assume you have a license for a process mining tool.
The Brief
What you'll do, and what you'll demonstrate.
The order-to-cash process is opaque, with long lead times (avg 15 days) and frequent delays, but management cannot pinpoint root causes.
Earning criteria — what you'll demonstrate
- Apply process mining techniques to discover real process models from event logs
- Perform conformance checking to identify deviations
- Analyze bottlenecks and rework using process mining metrics
- Design improved processes based on data-driven insights
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
Careers
Roles this prepares you for.
Real titles. Real skill bridges. Pick the one closest to your trajectory.
Career mappings coming soon.