Replace one repetitive spreadsheet process with a reusable, tested workflow delivered in 48 hours.

You receive an input/output map, cleaning and validation rules, one working automation for Excel, Google Sheets exports or CSV files, a reusable Python script or formula-based template, setup notes, and a validation report with before/after test cases.

Scope: one workflow, up to two input sources and about 10,000 rows per source, one clarification round and one minor revision. No unauthorized scraping, credential bypass, hidden macros, legal or accounting decisions, guaranteed savings, or sensitive personal data without an agreed lawful basis and safe handling method.

AI assistance may be used for analysis or code generation. The delivered workflow, public claims, and test evidence are manually checked.