AI fraud detection in Wellington.
AI fraud + anomaly, built for businesses operating in Wellington.
Wellington runs on government, tech and screen, and most of that work runs on documents. We build AI that reads, drafts and files them, on New Zealand infrastructure.
How the work runs
We find the one workflow costing Wellington businesses the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
Made for New Zealand paperwork.
Checks invoices and changed bank details against the supplier you actually deal with, and flags anything that does not match before it is paid.
- Payday filing, every payday
- Xero, founded in New Zealand
- 11 public holidays, plus yours
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.
An AI agency, minus the theatre.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Wellington, up close.
Wellington is home to New Zealand's public sector, which makes up 17 per cent of the city's workforce, alongside tech and fintech, gaming, screen, and food and beverage.
Wellington is a UNESCO City of Film, known for its post-production work. Wellington Anniversary Day falls on on or near 22 January.
Less admin.
More weekend.
No theatre.
What you get
Recovers 3-5x its cost in caught fraud within 6 months.
- 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 AI theatre
- No annual contracts
Questions Wellington businesses ask
Who owns the code and the model setup?
You do, on delivery. We deploy AI fraud detection into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude sits in your account too - we don't operate it from ours.
How long does AI fraud detection take to ship for Wellington businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Wellington 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.
Anyone else in this space using AI fraud detection?
Plenty. Recovers 3-5x its cost in caught fraud within 6 months. The interesting question is rarely "does it work" - it's "is your team ready to use the output." That's what we'd scope on the call.
What does the Privacy Commissioner expect before we use AI?
Senior leadership sign-off, a check that the tool is necessary and proportionate, and a privacy impact assessment before it goes live.
Does scheduling handle public holidays?
It should. New Zealand has 11 national public holidays, including Matariki, plus a regional anniversary day that depends on where your business is.
Talk to us about AI fraud detection
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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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