The version of AI document processing that works for a Christchurch business is rarely the version a national vendor would sell you. We build the one that fits how your team actually operates – usually with fewer parts than the off-the-shelf pitch.
Canterbury · Applied AI
Built and supported here – the way a Christchurch business would actually use it.
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
Canterbury
Where Christchurch operators actually lose hours.
- Christchurch is rebuilding fast and building smart. AI here lands well – Cantabrians want practical tools, not pitches.
- Construction, agri-tech, manufacturing, and a tight CBD professional services market. Christchurch teams reward straight talk and working software.
We work with teams across Christchurch: CBD · Riccarton · Addington · Sydenham · Papanui · Hornby · Lincoln · Rangiora.
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How we build AI document processing for a Christchurch team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Christchurch business, so value lands before the build is finished. AI for paperwork.
Talk to usThe outcome for Christchurch teams
What changes for Christchurch teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. 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
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Questions
FAQ
When does AI document processing actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a Christchurch – so the savings start landing before the rest of the build is finished.
Do you do hourly billing or fixed price?
Fixed price for the pilot, every time. After that it's your call – fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.
Do you have proof this works for Christchurch businesses?
Direct case study: Cuts data-entry labour by 80% on invoices, POs, and timesheets. Happy to walk you through full numbers on a call.
Will this run on our own infrastructure?
Yes, where it makes sense. AI document processing can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude Vision, AWS Textract, Mistral OCR, Vercel but the architecture supports your existing platform choices.
Worth a conversation?
Even if you don't end up working with us, you'll leave the call knowing what's worth building.
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.