How Artificial Intelligence Can Automate Business Processes

Automation is a process design problem

AI does not remove the need for an owner, a trigger and a definition of done. It is good at messy language and variation. It is a poor excuse for skipping the map of who is allowed to change a customer record.

Jobs AI can reasonably take

These show up often in operations and support.

• Classifying incoming requests so the right queue sees them.
• Extracting fields from documents with a review step for low confidence.
• Drafting a reply that a person edits.
• Summarizing a long thread before a meeting.

Jobs that should stay deterministic

If the rule is “if amount is over X, require two approvals,” you do not need a model. You need a workflow. Mixing the two is how companies create un-auditable decisions.

Measure the exception rate

A useful pilot tracks how often a person has to intervene. If everything is an exception, you automated a press release, not a process.