Coding is where the invoice gets assigned to an expense account, a vendor record, and often a department, class, or project. Automation can suggest codes based on how similar invoices were handled before, and it gets better as it sees more of your history. Ramp, for example, positions its bookkeeping features around AI auto-coding with a sync back to the accounting system.
The suggestion is a starting point, not a final answer. A new vendor with no history needs a human to set the first code, and anything unusual, like a mixed-purpose invoice that covers both office supplies and client travel, needs review. Coding errors are quiet. They do not show up until a report looks wrong months later, and by then the trail back to the original invoice is cold.
A workable middle ground is spot-checking: let the system code the routine invoices, and pull a sample each month to confirm the suggestions still match how you would have coded them yourself.