Supplier invoices, delivery notes and order confirmations often pass through spreadsheets, email inboxes and disconnected business systems. Each handover can mean entering the same supplier name, reference, item code, quantity or price again.
Before buying AI to automate the work, measure one workflow. A narrow baseline will help you assess the real problem and compare possible changes using your own operational data.
Choose one workflow
Select one document type, supplier or location. Define where the workflow starts and ends. For example, you might follow an invoice from its arrival by email until it is ready for approval in your accounting system.
Avoid assessing the whole department at once. Different documents and exceptions can hide the detail you need.
Record what happens
Observe a representative sample and ask:
- Where is information entered? List every spreadsheet, system and form involved.
- Which fields are entered more than once? Record copying, pasting and manual rekeying.
- How much active staff time does each document need? Separate working time from time spent waiting in a queue.
- Which documents need correction or investigation? Record the reason and the extra time involved.
- Who checks or approves the document? Note where human judgement is necessary.
- What is the usual document volume? Include normal and busier periods rather than relying on one average.
Use a range if processing times vary. If you want an indicative internal labour cost, apply an agreed hourly staff cost to the active time recorded. Keep your assumptions visible.
Use the baseline to assess the next step
The right response may be AI document extraction, a direct system integration, a better spreadsheet, clearer supplier requirements or a simpler approval process.
Compare each option against the same measures: repeated entries, active staff time, correction time and exception volume. Also decide how errors will be identified and when a person must review the document.
This keeps the decision focused on a measured operational problem rather than a technology purchase.
Request a free opportunity call to assess one supplier-document workflow and define a measurable first step.