Using AI to triage client requests in Finye
See how AI triage in Finye suggests a priority, assignee and category for every incoming client request so nothing sits unrouted in the queue.
It is the quiet cost of a busy practice. A client emails about a missed BAS deadline, another asks to change a bank detail, a third just wants a copy of last year's return. They all land in the same queue, and the urgent one waits behind the routine ones because nobody has had a minute to sort the pile. Hours pass. The deadline gets closer. Triage is the work nobody schedules, yet it shapes how fast everything else moves.
Finye's AI triage takes that first sorting pass for you. When a request arrives, it suggests a priority, an assignee and a category so the work item is already pointed in the right direction before a person opens it. The queue keeps moving, and your team stays firmly in control of what actually happens next.
What AI triage actually does
Every client request in Finye becomes a work item on a board. Whether it comes through the client portal, gets logged by a staff member, or arrives by email and is converted into a ticket, it lands as a card with a status, a priority and an owner. The problem is that a brand new request usually lands with none of those set. It sits as an unrouted card until someone reads it and decides where it belongs.
AI triage reads the content of that incoming request and proposes three things:
- A priority. It weighs the language and context of the request to suggest whether this is urgent or can wait. A message that mentions an ATO due date reads very differently from a general query.
- An assignee. It suggests which team member should pick the work up, so a payroll question lands with the person who handles payroll rather than in a general pool.
- A category. It classifies the request so it slots into the right part of your workflow from the start.
The result is that nothing sits unrouted. Instead of a flat list of undifferentiated messages, you get a queue where the shape of the work is already visible. The urgent BAS query is flagged urgent. The bank detail change is categorised and pointed at the right person. Your team opens the board and sees structure, not noise.
Staff stay in control
This is the part that matters most for an accounting practice. AI triage suggests; it does not decide. Every proposed priority, assignee and category is a recommendation that a person can accept, change or ignore. The AI does not silently reassign work, close requests, or send anything to a client. It does the tedious first sort and then steps back.
That balance is deliberate. You know your clients in ways a model never will. You know that one particular client always says everything is urgent, and that another will quietly sit on a real problem. You know which staff member is on leave this week and which one has capacity. AI triage gives you a sensible starting point so you are editing a draft rather than starting from a blank card, and the final call always rests with your team.
Because the suggestion lives on the work item itself, accepting it is usually a single click. If the AI gets the assignee right but the priority too low, you change one field and move on. The point is not to remove judgement from the process. It is to remove the dead time before judgement can be applied.
How it fits the rest of your workflow
Triage is the front door, but it connects to everything behind it. Once a request is routed, it behaves like any other work item in Finye. It can carry comments, attachments, checklists and subtasks. It moves through your status workflow on a kanban or list view. It can be linked to a client, billed against time through your WIP ledger, or escalated if the situation changes.
This matters because triage is only useful if the routing actually lands somewhere productive. A priority flag means little if the work then disappears. In Finye, the AI suggestion places the request directly onto the board your team already works from, with the assignee notified and the category set, so the handover from triage to action is seamless. For practices that run templated recurring jobs such as quarterly BAS, incoming ad hoc requests sit alongside that scheduled work in the same view, which makes it easier to balance the planned against the unplanned.
AI credits and staying in budget
Finye's AI features, including triage, run on a metered credit wallet. Each AI action draws from a prepaid balance, so you can see what you are using rather than facing a surprise. This keeps the cost transparent and predictable: triage is something you choose to apply, and you can see the wallet draw down as you use it across summaries, replies, drafting and triage.
For a practice, that metered model is reassuring. You are not committing to an open-ended bill for a feature you are still evaluating. You can turn AI triage on for the parts of your queue where speed matters most, watch how well it routes against your own judgement, and scale it up as you build trust in the suggestions.
Where triage earns its keep
The clearest wins are at the busy points in the financial year. During BAS and IAS lodgment periods, or in the run up to income tax deadlines, the volume of client messages climbs and the cost of a misrouted request rises with it. A query that should have been flagged urgent and assigned to a senior staff member, but instead sat in a general queue for two days, can turn into a missed deadline and an awkward conversation.
AI triage is most valuable precisely when your team has the least time to sort manually. It does the routing pass at the moment the request arrives, regardless of how many other things are happening, so the urgent work surfaces immediately and the routine work is still tidily categorised for whoever picks it up next.
It also helps smaller practices punch above their weight. If you do not have a dedicated person whose job is to triage the inbox, the AI effectively fills that gap, giving a sole practitioner or a small team the kind of structured intake a larger firm might staff a person to run.
Getting started
AI triage is one part of how Finye keeps client work moving, alongside the client service desk, the client portal, time and WIP tracking, and the compliance engine that watches your lodgment deadlines. If your queue is where requests go to wait, triage is a practical place to start fixing that.
You can see how the AI credit model works and what is included on the pricing page, or read more about putting AI to work in a practice in our guides. When you are ready to try it on your own queue, create a Finye account and watch how much faster a sorted queue moves.