AI fraud detection in Pukekohe.
AI fraud detection that lives in your stack, not on a vendor's roadmap. Shipped from Auckland.
Not your typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Pukekohe growers supply vegetables to New Zealand's biggest market all year. We automate orders, packhouse rosters and grower compliance so the trucks leave on time.
Built around how New Zealand works.
Checks invoices and changed bank details against the supplier you actually deal with, and flags anything that does not match before it is paid.
- NZISM for government work
- 11 public holidays, plus yours
- ACC levies set by industry
Less admin.
More weekend.
No theatre.
What AI fraud detection covers
If we build the right slice first, Pukekohe teams feel the difference inside the first month.
- Learns your normal patterns and flags outliers
- Daily anomaly report, not a constant alert flood
- Explainable scoring so you can act with confidence
- Integrates with Xero, Shopify, and POS systems
- No shelfware or licences you do not use
- No AI theatre
How much is the admin really costing you?
Nine hours a week of admin is 468 hours a year. That could drop to about 52.*
*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.
Pukekohe, up close.
Pukekohe is one of New Zealand's largest vegetable growing areas, supplying the country's biggest market all year round.
The Pukekohe Longkeeper onion is grown here and exported around the world. Auckland Anniversary Day falls on the Monday closest to 29 January.
Small crew or big organisation, the busywork is the same :)
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.
Questions Pukekohe businesses ask
How quickly can we see something running?
Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".
What's the realistic outcome for Pukekohe businesses?
Recovers 3-5x its cost in caught fraud within 6 months. We don't promise tenfold lifts because we don't see them outside of marketing decks.
What tools do you build AI fraud detection on?
For AI fraud detection we usually reach for Claude, DuckDB, Postgres, Vercel. We're tool-agnostic at heart - we pick what your Pukekohe team can actually run after we hand the build over, not what looks good on a vendor sticker.
Is our data kept in New Zealand?
Kiwi Dynamics hosts its own infrastructure in New Zealand, under New Zealand governance. If personal information ever has to go offshore, privacy principle 12 requires comparable protection.
Do you respond to government tenders?
Most large government contracts are advertised on GETS, the Government Electronic Tender Service, where suppliers register with RealMe.
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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