Building a Reconciliation Automation Script: Bill Parsing, Field Normalization, and Diff Algorithms
The reconciliation handbook describes the process; this article shows the code. From downloading and extracting bill archives through encoding detection and field parsing, to cross-channel normalization, a three-layer diff implementation, discrepancy table output and scheduled alerting, it provides runnable Python you can adapt, plus five problems that only appear once it is actually running.