Accounting firms · Applied AI

Built for the accounting firm who's already tried the off-the-shelf option and bounced off it.

Every accounting firm business we've worked with has a different definition of "broken". AI quoting only earns its keep when it solves the specific definition you'd give it on a bad day – which is why our first call is mostly listening.

What AI quoting actually does

Customers send a photo, a brief, or a voicemail – AI drafts a structured quote in your pricing format. You review, tweak, send. Quotes go out the same day, not next week.

  • 01 Reads photos, voice notes, emails, and PDFs
  • 02 Uses your pricing rules and current material costs
  • 03 Drafts in your branded template, ready to send
  • 04 Tracks win/loss to make the next quote sharper

Built on: Claude Vision Whisper Xero Vercel

What gets in the way

The friction accounting firms hit that other industries don't.

  • Accounting firms carry seasonal peaks where document chasing and data entry crowd out the advisory work that actually pays.
  • Client document requests, reconciliations, and deadline reminders are the repetitive load behind every busy season.
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How we build AI quoting for accounting firms.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for a accounting firm business, so value lands before the build is finished. AI-generated quotes.

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The outcome for accounting firms

The shape of the result for accounting firms: Quote turnaround drops from days to under an hour. Built on Claude Vision, hardened with the rest of the stack as it scales.

Not your typical AI agency.

Honest about what AI can and cannot do

Ships the one workflow that pays for itself

Hours given back, never the size of the invoice

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*Every engagement is scoped and quoted up front. Results vary by workflow and business.

How much is not automating costing you?

Nine hours a week of admin is 468 hours a year. With Kiwi Dynamics, that drops to about 52.

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*Based on 9 hours a week of admin at Kiwi Dynamics' typical 80% automation rate. Your number may vary, the calculator uses your own.

Questions

FAQ

What's the realistic timeline for AI quoting with a accounting firm?

Most accounting firms have their first usable slice in week 5 or 6. We'd rather ship narrow and real than broad and aspirational – your team gets to use the thing well before the engagement is "done".

Is AI quoting worth it for a smaller accounting firm?

Often, yes – and counterintuitively the ROI is sometimes faster than for the big end of town because there's less integration overhead. We'll tell you honestly on the scoping call if it isn't.

Do you have proof this works for accounting firms?

Direct case study: Quote turnaround drops from days to under an hour. Happy to walk you through full numbers on a call.

What happens if we want to swap a vendor out later?

AI quoting is built behind a small adapter layer specifically so swapping a model provider or a data source is a one-day job, not a re-architecture. Claude Vision, Whisper, Xero, Vercel are our defaults, but the build is intentionally portable.

Twenty minutes, your call.

You describe what's broken. We'll tell you what we'd actually do about it.

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Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.