Most of our Geraldton 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.
For Geraldton operators who want a working pilot in weeks, not a year-long programme.
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 Koala Dynamics
With Koala Dynamics
Where Geraldton operators actually lose hours.
- Geraldton runs on an iron ore port, the rock lobster fishery and Mid West broadacre farming.
- Bulk export, one of the most valuable fisheries in the country, grain and a growing renewables interest. Export documentation and quota compliance are constant background work.
We work with teams across Geraldton: Geraldton CBD · Wonthella · Tarcoola Beach · Mount Tarcoola · Dongara.
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How we build AI document processing for a Geraldton team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Geraldton business, so value lands before the build is finished. AI for paperwork.
Talk to usThe outcome for Geraldton teams
What changes for Geraldton 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.
FAQ
How long does AI document processing take to ship for Geraldton businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Geraldton 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 Geraldton businesses are surprised how small the first cheque is.
Can you walk us through a comparable build?
Yes - on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Cuts data-entry labour by 80% on invoices, POs, and timesheets.
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.
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.