Many operations managers know parts of their operation are manual but struggle to decide where document automation will deliver the most value. The strongest opportunity is not always the process with the highest volume. It is often where people repeatedly interpret information, apply predictable rules, correct errors and transfer data between systems.
You would have heard the phrase “Human in the Loop”. Well, I think of these as “Human IS the Loop” processes. When looking at your business operations, here are five questions to ask.
1. Are people re-keying information?
Are they looking through forms, invoices, emails, PDFs or spreadsheets and then entering that data into another system? That is very likely an opportunity to extract, validate and transfer that information automatically. Consider how often this occurs, how many people are involved and whether the work is spread across teams or locations. Even modest volumes can create a significant cumulative cost.
2. Do staff repeatedly compare system information?
Manual matching is common when information contained in documents such as invoices, shipment notices or purchase orders must be checked against system data. If staff consistently compare the same fields against known records or business rules, much of that work may be automated. The real opportunity is not simply reading a document; it is turning a process into exception handling.
3. Are skilled employees reviewing routine transactions?
Many teams review every item even though only a small proportion requires judgement. A better model is to automate standard transactions and direct people to genuine exceptions, such as missing information, unmatched references, values outside tolerance or calculations that do not reconcile. This shifts staff from processing every transaction to resolving exceptions that genuinely need attention.
4. Does information arrive in multiple formats and levels of quality?
A single process may receive a combination of PDFs, spreadsheets, scanned files, email attachments or different supplier and customer templates. If this sounds familiar, the first three questions become even more important. Variable formats and inconsistent data quality often increase manual effort, delay processing and make teams more dependent on individual knowledge. It is also worth considering service level targets, administration costs, absenteeism risk and the impact of delays on customers or suppliers.
5. Can you define and measure the outcome?
When formulating the as-is position in the business case, useful metrics include processing time, manual touchpoints, exception and error rates, straight-through processing, response time and cost per transaction. A good first use case has a clear baseline, a measurable benefit and a manageable scope that can be tested with representative documents.
How did your process score?
0–1: The opportunity may be limited or needs clearer definition.
2–3: There is likely a worthwhile opportunity to investigate.
4–5: The process is a strong candidate for a focused automation assessment.
The best automation programs start small: one well-defined process, representative documents and agreed success measures.
Do not just ask, “Can this document be read automatically?” Ask, “How much of the work that follows can be completed without manual intervention?”
Bring us your document challenge. Axient can help assess your document-driven process and identify whether a focused automation trial could deliver measurable value.