It is good at the advisory half: preparing a review, drafting the update, summarising a meeting into actions, answering a question across the whole client book. It is poor at compliance work with a deadline and a signature, and should not be near it.
The split is not about difficulty. It is about whether being approximately right is acceptable.
Where it genuinely helps
Preparing for a client conversation. Pulling the position together, the thing that takes forty minutes the night before, gets much shorter. What you do with the position is unchanged.
Drafting the update. The quarterly note, the summary after a meeting, the follow-up listing what was agreed. These are slow to start and quick to edit, which is exactly the shape of work a draft helps with.
Turning a meeting into actions. A transcript into a list of commitments with owners. Most practices do this badly, not from carelessness but because it happens at the end of a long day.
Questions across the client book. Which clients have not had a review this quarter. Which had a worse quarter than last. Nobody builds a report for these, because the question changes each time.
Explaining something to a client. Taking a position you understand and producing three paragraphs a business owner will follow. This is translation, and models are good at it.
Where it should not go
Anything with a lodgement date and a signature. Compliance work has to be deterministic, repeatable and auditable. An assistant is none of those by design. The risk is not that it is wrong often, it is that when it is wrong there is no trace of why.
Anything requiring a professional judgement you have not made. It can draft the recommendation. It cannot hold the responsibility for it, and a draft that reads confidently is more dangerous than one that reads tentatively.
Anything on a schedule with nobody present. An assistant connection does nothing until asked. If it must happen on the 28th, it belongs in software built to do that.
| Task | Use an assistant | Why |
|---|---|---|
| Draft a quarterly client update | Yes | Slow to start, quick to check |
| Prepare for a review meeting | Yes | Assembly, not judgement |
| Summarise a meeting into actions | Yes | Nobody enjoys it and it gets skipped |
| Answer a question across clients | Yes | No report exists for it |
| Prepare a lodgement | No | Deadline, signature, audit trail |
| Reconcile an account | No | Determinism is the whole point |
| Chase documents on a schedule | No | Dormant until asked |
What the connection actually gives you
Reading the ledger answers questions about numbers. That is the easy half and the one everyone starts with.
The harder half is that most of what a practice knows about a client is not in the ledger at all. What was promised in March. Which three actions came out of it. Whether the documents arrived. What you will open with next time. None of that is a number, so no amount of access to the accounting system produces it, and that is the gap that makes advisory feel like it runs on memory.
The order to do this in
Start on your own practice numbers rather than client files. You learn what the connection actually supports with nothing at stake.
Pick one recurring task, usually review preparation, and run it for a month against your normal method. Keep what survives the comparison.
Check the engagement terms before client data is involved, and decide who in the firm may connect a system at all. That second one is worth settling before somebody does it on a Sunday.
Where Empiraa sits
Empiraa GPS is a strategy and client delivery platform that helps advisors and consultants manage client plans, demonstrate progress and grow recurring revenue. Each client has their own portal holding the plan, the actions, the documents and the history, so the review is written from a live record rather than rebuilt from memory. ANI is built into the platform. GPS shipped its MCP in version 1.22, so a compatible assistant works with that record within your permissions, and it is included on every tier.
Related reading: Xero MCP, connecting Claude to your practice data, and AI tools for consultants.
What an MCP actually is covers the connection model in a page.
