AI document processing in Hamilton.
Built and supported here – the way a Hamilton business would actually use it.
What this is
AI for paperwork
Scanned invoices, signed contracts, handwritten timesheets, PDF specs – extracted into clean data and routed where they belong. No more typing what someone already wrote.
Cuts data-entry labour by 80% on invoices, POs, and timesheets.
How it helps your Hamilton team
What you actually get.
- Vision models read scans, photos, and handwriting
- Pushes structured data into Xero, your CRM, or sheets
- Confidence flags route low-certainty docs to a human
- Handles te reo, bilingual forms, and old NZ templates
The version of AI document processing that works for a Hamilton 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.
If we build the right slice first, Hamilton teams feel the difference inside the first month. Cuts data-entry labour by 80% on invoices, POs, and timesheets.
Where Hamilton operators actually lose hours.
Dairy, agritech, transport, and a growing professional services sector. Hamilton businesses want AI that works in the ute and on the farm – not just in the office.
We work with teams in
What we build
AI document processing, tailored to Hamilton businesses.
- 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
Common questions
Before you book the call.
How long does AI document processing take to ship for Hamilton businesses? +
We aim for a working pilot inside 4-6 weeks – narrow scope, real Hamilton 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.
How do you price AI document processing engagements? +
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most Hamilton businesses are surprised how small the first cheque is.
Has this actually shipped for a real Hamilton? +
Yes. Cuts data-entry labour by 80% on invoices, POs, and timesheets. We'll share comparable engagements on the 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.
Worth a conversation?
Even if you don't end up working with us, you'll leave the call knowing what's worth building.
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