We've worked with enough operators in Horsham to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI document processing project is sit with your team for a day before we propose anything.
AI for paperwork, built for businesses operating in Horsham.
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
What's different about doing this work in Horsham.
- Horsham is broadacre cropping in the Wimmera, where the whole year turns on a sowing window and a harvest window.
- Grain, pulses and the machinery, agronomy and freight services around them. Demand is brutally concentrated into a few weeks, and the businesses that win are the ones that answer first.
We work with teams across Horsham: Horsham CBD · Haven · Natimuk · Dimboola · Nhill.
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How we build AI document processing for a Horsham team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Horsham business, so value lands before the build is finished. AI for paperwork.
Talk to usThe outcome for Horsham teams
We'd call the engagement a success when Horsham 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.
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 Horsham - so the savings start landing before the rest of the build is finished.
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 Horsham businesses are surprised how small the first cheque is.
Has this actually shipped for a real Horsham?
Yes. Cuts data-entry labour by 80% on invoices, POs, and timesheets. We'll share comparable engagements on the 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.
The honest version of a sales call.
No deck. No discovery doc. Just whether this is worth building and what it would cost.
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.