Western Australia · Applied AI
AI fraud detection in Perth
For Perth operators who want a working pilot in weeks, not a year-long programme.
What AI fraud detection actually does
Pattern-watching AI for refund abuse, chargebacks, fake reviews, employee fiddles, and odd supplier invoices. Flags weirdness early – before it's a real problem.
The version of AI fraud detection that works for a Perth 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.
- 01 Learns your normal patterns and flags outliers
- 02 Daily anomaly report, not a constant alert flood
- 03 Explainable scoring so you can act with confidence
- 04 Integrates with Xero, Shopify, and POS systems
Built on: Claude DuckDB Postgres Vercel
Why Perth businesses choose this
Perth's economy is mining, energy and the services that support a huge FIFO workforce – AI here means automating the scheduling, compliance and reporting load those industries run on.
Why Perth businesses are a fit for this.
Resources companies and their contractor networks generate enormous amounts of compliance paperwork, rostering and site reporting. Perth businesses want AI that handles that load without needing a mining engineer to configure it.
We work with teams across Perth: CBD · Fremantle · Joondalup · Rockingham · Midland · Osborne Park.
How we build AI fraud detection for a Perth team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Perth business, so value lands before the build is finished. Every engagement starts with a short call and a paid discovery if the brief needs one.
AI fraud + anomaly.
The outcome for Perth teams
What changes for Perth 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. Recovers 3-5x its cost in caught fraud within 6 months.
Recovers 3-5x its cost in caught fraud within 6 months.
AI fraud detection in Perth – common questions
How long does AI fraud detection take to ship for Perth businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real Perth 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 fraud detection 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 Perth businesses are surprised how small the first cheque is.
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.
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.
Skip the pitch.
Tell us the workflow and we'll come back with what we'd build first.
Get in touch
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.