We've worked with enough operators in Port Macquarie 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.
Built and supported here - the way a Port Macquarie 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 Koala Dynamics
With Koala Dynamics
Where Port Macquarie operators actually lose hours.
- Port Macquarie is health, aged care and construction on the Mid North Coast, with an older population that still expects to reach a human on the phone.
- A retirement and health hub with a base hospital, a large aged-care sector and the trades building for constant inbound migration. Customer expectations skew toward phone and personal service, which is why voice AI has to be genuinely good here rather than a deflection.
We work with teams across Port Macquarie: Port Macquarie CBD · Wauchope · Lake Cathie · Thrumster · Settlement City.
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How we build AI document processing for a Port Macquarie team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Port Macquarie business, so value lands before the build is finished. AI for paperwork.
Talk to usThe outcome for Port Macquarie teams
If we build the right slice first, Port Macquarie teams feel the difference inside the first month. 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 Port Macquarie businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Port Macquarie 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.
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.
Skip the pitch.
Tell us the workflow and we'll come back with what we'd build first.
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.