The version of AI document processing that works for a Orange 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.
For Orange 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
The Orange context, plainly.
- Orange runs on agriculture, cool-climate wine, gold mining at Cadia and a regional health sector, which is an unusually diverse mix for a city its size.
- Cadia gold mine, a strong horticulture and wine sector, and a base hospital that serves the Central West. The services businesses here juggle mining clients on procurement terms and farm clients on a season, and both need different handling.
We work with teams across Orange: Orange CBD · Glenroi · Bletchington · Calare · Millthorpe.
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How we build AI document processing for a Orange team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Orange business, so value lands before the build is finished. AI for paperwork.
Talk to usThe outcome for Orange teams
Cuts data-entry labour by 80% on invoices, POs, and timesheets. For Orange teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.
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 Orange businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Orange 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 Orange 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.
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.