Clerk.AI is a Mac app that supervises an agent working through your period, in a browser profile of its own, on your own machine. It runs in the background over days — you are not meant to sit and watch it.
Taken from the session logs of two real closes on our own books, not from a diagram. Across 23 days it acted about 1,389 times and needed a human roughly nine — seven of those nine were "log me in".
Measured while the app was still being built underneath those runs, so some of those actions are re-runs and recovery. It is an honest count of that period, not a clean estimate of what your month will cost.
One interruption end to end — the only complete arc short enough to read, and not a typical one: it hits a bank-ID wall, leaves the tab open on the right page, asks in your own language, and waits. Fifty minutes later you answer in one sentence. Seven minutes after that the packet is finished.
Who your accountant is, what country and scheme you file under, which accounts to collect. Asked once, as cards, then remembered.
Statements from every bank, card and processor. This is where most of the "log me in" moments happen.
Mail, supplier portals, scanned post, and the photos on your phone. You keep or drop the candidates.
Every movement gets its document. Where it can't decide, it asks rather than guessing.
A flat folder, files named your accountant's way, reconciled against the statements.
The email, in their language, with every attachment numbered in date order. Then it stops and waits for you.
Claude Code. The app installs and configures it with you on first launch. It takes a few minutes, it involves a terminal, and it is the single step where people get stuck — so we'd rather say it here than let you find out the night before a deadline.
Google Chrome, but not the one you browse in. Clerk.AI opens a separate Chrome with its own profile, and you sign into your banks and portals inside that profile once. Your everyday browsing, tabs and logins are never involved — and because it is still a real browser driven by a real login, it works with sites nobody has integrated with.
A Mac that stays awake. The work happens on your machine, in that browser session. It progresses whenever the lid is open — not while it's shut.
The model is plumbing, not the product. When something local or open is good enough to do this work, Clerk.AI will use it and this section gets shorter.
The agent step that reasons about your books does go to a model. Which one, and under whose agreement, is your choice: your own Anthropic subscription today, or at-cost credits through us once that is built.
The honest answer is: it is as safe as you decide to make it, and the decision is genuinely yours. The reason Clerk.AI works with everything is that it drives a real browser using real logged-in sessions — its own profile, which you sign into yourself. That is real power, and power of that kind deserves plain language rather than reassurance.
While a session is open, the agent can read what you can read and click what you can click. It is instructed to fetch statements and invoices and nothing else — but the capability is there, so treat it like handing your unlocked laptop to a very fast, very literal assistant.
Which is why you get to draw the line yourself. Give it everything, or keep your bank to yourself and hand it only the portals and the drudgery. It works either way, and the second option still removes most of the work.
An agent that reads your inbox and browses supplier sites is reading text written by other people. Text can contain instructions aimed at the agent rather than at you — hidden in an email, a PDF, or a page. Clerk.AI is scoped to reduce this, but no one in this industry has solved it, and anyone claiming otherwise is selling you something.
This is the one that matters most. Because Clerk.AI legitimately asks you to approve bank logins, you will get used to tapping approve. Read every prompt. If it names an amount, a payee, or an action you did not ask for, reject it and stop the run. A strong-authentication prompt is a decision, not a formality.
It reconciles, it flags its gaps, it refuses to close your books — and it can still mis-read a receipt or match the wrong document. Everything it produces is for you and your accountant to check. Nothing here is accounting or tax advice.
Clerk.AI runs on your computer, under your account, in a browser profile you signed into, at your instruction. You remain responsible for your own accounts, your own approvals and your own filings — including anything the agent does with a session you authorised, and anything you approve when prompted.
The software is provided as-is, without warranty, and Augmented Mind AB accepts no liability for financial loss, incorrect bookkeeping, missed deadlines or unauthorised transactions arising from its use. It is not accounting, tax or legal advice. If that trade isn't one you want to make, this isn't the right tool for you — and we'd rather say so here than after you've bought it.
The first close teaches it your banks, your vendors and your quirks. The second is the one worth having.