Each bookkeeper serves more clients with cleaner books.
In this illustrative scenario, a bookkeeping practice used to start reconciliation in the last week of the month. With the bookkeeping agent, categorisation happens daily, so the end of the month is a review of a short flagged list rather than a pile of raw transactions.
The practice begins with a handful of clients whose rules are well understood. As the agent learns each client's habits, more clients move across, and the bookkeeper's attention goes to the unclear items. Early on, the bookkeeper reviews flagged items every day, which is slower but builds trust in the rules. After a few weeks the review moves to a few times a week. If a client's books are messy, that client waits until a catch-up has been done, so the agent is not learning from errors.
The page describes a division of labour, not a guaranteed outcome. It is worth being clear about who owns each step, since unclear ownership is where flagged items tend to get stuck. Named owners keep the review list short and moving.
Before starting, the practice would record how many clients each bookkeeper handles, how long month-end takes, and how many transactions need a manual touch. After a few cycles, the same figures show whether capacity has genuinely grown. It would also watch for repeat corrections. If the same item keeps being flagged, the rule is wrong and gets fixed. Real client stories will be added once approved, and this scenario is not a named client.