Most of our Greymouth engagements start the same way: a 20-minute call where the owner describes a workflow we've heard before in shape but never in detail. AI document processing is then designed against the detail, not the shape.
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
West Coast
What's different about doing this work in Greymouth.
- The West Coast runs on mining, dairy, fishing, and tourism – AI here is about working efficiently across long, lonely distances.
- Resource industries, hospitality serving tourism flows, and the trades that keep it all running. Tools that work offline matter.
We work with teams across Greymouth: Greymouth · Hokitika · Westport · Reefton · Punakaiki.
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How we build AI document processing for a Greymouth team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Greymouth business, so value lands before the build is finished. AI for paperwork.
Talk to usThe outcome for Greymouth teams
We'd call the engagement a success when Greymouth teams are using the system without thinking about us. 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
How long does AI document processing take to ship for Greymouth businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real Greymouth businesses data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.
Are there hidden costs we should plan for?
Three to know about: model/API spend (which we set up under your own account, not ours, so you see and control it), any new SaaS subscriptions we recommend, and your team's time during rollout. We surface all three in the quote so there are no surprises.
Do you have proof this works for Greymouth 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.
Who owns the code and the model setup?
You do, on delivery. We deploy AI document processing into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude Vision sits in your account too – we don't operate it from ours.
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.