
18 July 2026
Case study: deterministic reporting workflow
A deterministic Python and spreadsheet workflow was built to standardise reconciliation across differently formatted pension provider files. Copilot Chat accelerated classification, mapping and code support—while keeping calculations controlled and repeatable.
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