A structured learning hub exploring process intelligence, event log analysis, and how organisations use process mining to uncover inefficiencies — inspired by Celonis's Process Intelligence Graph.
Event logs, XES format, discovery algorithms, and the core pillars of process mining.
Measuring how well a process model matches real behaviour using fitness, precision, and replay techniques.
Using process mining insights to improve performance — bottleneck analysis, rework detection, and automation.
How Celonis's Process Intelligence Graph, Living Digital Twin, and AI-driven analysis power real-time process intelligence.
Five real case studies from Siemens, BMW, ABB, Vodafone, and Uber with specific data and citations.
Training programme design, learning content strategy, communities of practice, and measuring learning effectiveness.
Celonis's core business is helping organisations understand and improve their processes. For an L&D intern supporting Celonis's learning team, understanding process mining is the foundation for designing training content, creating enablement materials, and building learning programmes that help Celonauts and customers grasp the platform.
Work through modules in order (1→6) or jump to topics you need. Each module includes learning objectives, core content, a reflection exercise, and references. Check the box at the bottom of each module page to track your progress. Estimated total time: ~90 minutes.