Finance and operations contain many processes that appear simple but consume significant management attention.
Documents have to be reviewed.
Information has to be entered.
Exceptions have to be identified.
Requests have to be approved.
Customers and suppliers have to be followed up.
Reports have to be prepared.
Information has to move between systems.
The opportunity for AI and automation is therefore substantial.
But the opportunity is not simply about reducing headcount or replacing people.
In many cases, the more useful objective is to allow experienced people to spend more time on judgement, analysis, exceptions and decisions.
Consider document processing.
A conventional process may require someone to read a document, identify relevant information, enter it into a system and then perform checks.
AI can potentially assist with extracting information and understanding unstructured documents.
Automation can then move that information through a defined workflow.
But controls remain important.
The extracted information may need validation.
Exceptions may require human review.
The original document may need to be retained.
The transaction may need an audit trail.
The system needs to know what it should do when information is missing or inconsistent.
This illustrates an important principle:
AI creates value when intelligence and process work together.
The same applies to customer operations, sales administration, internal knowledge and management reporting.
The goal should not be to automate everything.
The goal should be to identify where intelligence, automation or better information flow can improve the way work is performed.
That requires understanding the business process before selecting the technology.
For finance and operations professionals, this is particularly important.
The value of AI is not in producing another impressive demonstration.
It is in improving the quality, speed, consistency and visibility of real work while maintaining appropriate human judgement and control.
That is where AI becomes operational.