Hair salons · Applied AI

Hair salons-grade AI document processing, shipped by people who've done it before.

Every hair salon business we've worked with has a different definition of "broken". AI document processing 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 document processing actually does

Scanned invoices, signed contracts, handwritten timesheets, PDF specs – extracted into clean data and routed where they belong. No more typing what someone already wrote.

  • 01 Vision models read scans, photos, and handwriting
  • 02 Pushes structured data into Xero, your CRM, or sheets
  • 03 Confidence flags route low-certainty docs to a human
  • 04 Handles te reo, bilingual forms, and old NZ templates

Built on: Claude Vision AWS Textract Mistral OCR Vercel

Sector context

Where hair salons actually lose hours and dollars.

  • Salons run on a fully booked chair, and every gap in the calendar is revenue that doesn't come back.
  • Rebooking, no-show follow-ups, and client reminders are what keep a salon's calendar full without constant manual chasing.
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How we build AI document processing for hair salons.

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

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The outcome for hair salons

If we build the right slice first, hair salons feel the difference inside the first month. Cuts data-entry labour by 80% on invoices, POs, and timesheets.

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

How quickly can we see something running?

Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".

What's the smallest engagement you'd take on?

A two-week paid discovery for hair salons that aren't sure whether the build is worth doing at all. You get a one-page write-up of what we'd build, what we'd skip, and what it would cost. About 30% of those discoveries end with us recommending you don't proceed.

What's the realistic outcome for hair salons?

Cuts data-entry labour by 80% on invoices, POs, and timesheets. We don't promise tenfold lifts because we don't see them outside of marketing decks.

What tools do you build AI document processing on?

For AI document processing we usually reach for Claude Vision, AWS Textract, Mistral OCR, Vercel. We're tool-agnostic at heart – we pick what your hair salon team can actually run after we hand the build over, not what looks good on a vendor sticker.

One short call.

Tell us what you're trying to fix. We'll come back inside a working day.

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