ALL ACCOUNTING & BOOKKEEPING USE CASES

Document extraction and filing

The shoebox is the real enemy of a small firm: receipts as blurry photos, statements as PDFs, W-2s by email, all needing the same thing — a human to read them and type the numbers in. The AI reads them instead: it extracts the figures, categorizes the transaction, and files the document to the right client folder. Anything ambiguous gets flagged for a person, never guessed.

A Day With This Running.

Not a product demo — a walk through what an ordinary day looks like once this is in place.

1
Documents arrive — however they arrive

A client emails 40 receipt photos, another uploads a bank statement, a third mails paper that gets scanned. All of it lands in the same intake.

2
The AI reads and extracts

Vendor, date, amount, tax — pulled from each document, matched to the right client, categorized against their chart of accounts.

3
Ambiguity gets flagged, not guessed

The $840 payment that could be equipment or repairs goes into a review queue with the document attached. A human decides; the AI remembers the decision for next time.

4
Your bookkeeper reviews, doesn't retype

The morning's work is a review queue, not a data-entry queue. The same person now handles twice the client load — at a higher level of work.

What Actually Changes.

Time per client's monthly shoebox

Before: 3–6 hours of typing

After: 30–60 minutes of review

Clients per bookkeeper

Before: Your current load

After: Realistically 1.5–2x, same hours

Tax-season overtime

Before: Brutal

After: Merely busy

What it saves, in one line: Data entry is most of a bookkeeper's hours. Cutting it by half or more means taking on more clients with the same team — or ending tax season human.

Simpler Than You'd Think.

No rip-and-replace, no new systems to learn, nothing goes live without your say-so. Here's the whole process:

  • We connect the intake channels you already use — email, client portal, scanner — no client behavior has to change.
  • We load each client's chart of accounts so categorization matches how you already do the books.
  • The first month runs with full review; accuracy climbs fast because your corrections train it on your standards.
PRIVATE & SELF-HOSTED AI
Your data never has to leave your control

Client financials are as sensitive as data gets. This runs entirely on private AI infrastructure we own and operate — your clients' statements, income, and records never touch a public AI service and never leave your control. Learn more about Private AI →

Want this running in your business?

Tell us a bit about your business and we'll come back with honest, plain-English ideas about whether this fits — and what it would take. No jargon. No pressure. No obligation.

No jargon, no obligation — just a conversation.