AI document processing in Kaikōura.
AI document processing that lives in your stack, not on a vendor's roadmap. Shipped from Canterbury.
What AI document processing actually does
Scanned invoices, signed contracts, handwritten timesheets, PDF specs - extracted into clean data and routed where they belong. With the right workflow automated, nine hours of admin a week could drop to about one.*
*Illustrative example only, based on 9 hours a week of admin falling to about 1 hour a week. Actual results vary by workflow and business.
Kaikōura welcomes around a million visitors a year. We automate bookings, enquiries and reviews so small teams keep up with big seasons.
Definitely not a typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
How the work runs
We find the one workflow costing Kaikōura businesses the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
Small team.
Real systems.
Zero fluff.
What AI document processing covers
What changes for Kaikōura 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.
- 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
- No AI theatre
- No shelfware or licences you do not use
From one-person trades to national organisations, we find the hours :)
The questions a public sector buyer asks, answered up front: privacy impact, the NZISM, where the data lives and how an algorithm is held to account.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
Business in Kaikōura.
Tourism, directly and indirectly, is the major contributor to Kaikōura's GDP, built on whales, the coastline and crayfish, alongside the district's fishing and farming heritage.
A deep undersea canyon brings Giant Sperm Whales close to the coast, and Whale Watch has run since 1987.
Straight answers
Is AI document processing worth it for a smaller Kaikōura?
Often, yes - and counterintuitively the ROI is sometimes faster than for the big end of town because there's less integration overhead. We'll tell you honestly on the scoping call if it isn't.
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.
What happens if we want to swap a vendor out later?
AI document processing is built behind a small adapter layer specifically so swapping a model provider or a data source is a one-day job, not a re-architecture. Claude Vision, AWS Textract, Mistral OCR, Vercel are our defaults, but the build is intentionally portable.
Can it remind us about the annual return?
Yes. Every company must file an annual return with the Companies Office each year, separate from its tax return.
What happens when the Holidays Act is replaced?
The Employment Leave Act 2026 replaces it on 6 August 2028. Until then payroll follows the current Holidays Act, so leave calculations need to handle today's rules and the changeover.
Let's chat
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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
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