The reason we take on work in New Plymouth is that the businesses here tend to be sharper about what they want than the brief lets on. AI document processing for a New Plymouth team almost always ends up looking different to AI document processing for a downtown Auckland one.
Taranaki · Applied AI
AI document processing that lives in your stack, not on a vendor's roadmap. Shipped from Taranaki.
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
Without Kiwi Dynamics
With Kiwi Dynamics
Taranaki
Our field notes from New Plymouth builds.
- Taranaki runs on energy, dairy, and engineering – industries with sharp safety, compliance, and uptime stakes that suit AI well.
- From offshore work to dairy processors to a strong local trades sector, New Plymouth teams want AI that earns its keep on the gnarly stuff.
We work with teams across New Plymouth: CBD · Bell Block · Waitara · Inglewood · Oakura · Hawera.
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How we build AI document processing for a New Plymouth team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your New Plymouth business, so value lands before the build is finished. AI for paperwork.
Talk to usThe outcome for New Plymouth teams
Cuts data-entry labour by 80% on invoices, POs, and timesheets. For New Plymouth teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.
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
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
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 New Plymouth businesses 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 New Plymouth businesses?
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 New Plymouth team can actually run after we hand the build over, not what looks good on a vendor sticker.
One reply, one direction.
We don't run sequences or follow-up automation. One useful answer, one decision on your side.
Get in touch
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.