AI & AUTOMATION
A recurring financial administration process needed to move beyond manual receipt handling into a workflow that could understand submissions, apply context and answer natural-language requests.
THE PROBLEM
The difficulty was not extracting text from receipts. It was maintaining period context, budget versus actuals, categorisation, review, traceability and the ability to ask the system to create, close or report on a retirement period.
THE THINKING
The solution separated intelligence from authority: automation can interpret and prepare, but controlled workflow states, validations and review preserve accountability.
WHAT CHANGED
Receipt ingestion, structured expense data, period management, reporting and natural-language commands are being brought together as one operational system rather than a collection of disconnected automations.
WHY IT MATTERS
This is the difference between adding AI to a task and redesigning the workflow around a useful role for AI.