process-analytics

Process Analytics & Six Sigma in Python — integrated workflows for capability analysis, root cause analysis, and statistical process control.

A modern Flet-based UI for PM4PY that enables process mining, discovery, conformance checking, filtering, and analysis of event logs without writing code.

Batch Investigation Console - quality-to-process traceability and root-cause analysis for pharmaceutical tablet manufacturing, on 1,005 real production batches.

Process mining on a real 1.6M-event SAP purchase-to-pay log (BPI Challenge 2019). Only 20% of 251,734 cases follow the most common path, and the expensive rework is not the common kind.

Month-end close task engine: models the close as a dependency DAG from YAML templates, logs work in an append-only audit event log, and runs a from-scratch Critical Path Method to name the tasks that actually stretch your close. 10,000-task analysis in 4s (measured); 39-task banking close template included.