We've worked with enough operators in Queanbeyan to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI fraud detection project is sit with your team for a day before we propose anything.
For Queanbeyan 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.
- 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
Without Koala Dynamics
With Koala Dynamics
What's different about doing this work in Queanbeyan.
- Queanbeyan trades on Canberra next door - construction, trades and services serving a government city from just over the border.
- A trades and construction base servicing the ACT, with lower overheads and a customer base that expects Canberra standards. Government-adjacent clients bring procurement and record-keeping requirements most small firms are not set up for.
We work with teams across Queanbeyan: Queanbeyan CBD · Jerrabomberra · Karabar · Googong · Bungendore.
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How we build AI fraud detection for a Queanbeyan team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Queanbeyan business, so value lands before the build is finished. AI fraud + anomaly.
Talk to usThe outcome for Queanbeyan teams
If we build the right slice first, Queanbeyan teams feel the difference inside the first month. Recovers 3-5x its cost in caught fraud within 6 months.
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
What's a typical engagement length for Queanbeyan businesses?
Six to twelve weeks for the build, then a short managed-services month while the system goes from "shipped" to "owned by your team". After that you keep us on retainer if you want, or take it from there yourself.
Do you do hourly billing or fixed price?
Fixed price for the pilot, every time. After that it's your call - fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.
Do you have proof this works for Queanbeyan businesses?
Direct case study: Recovers 3-5x its cost in caught fraud within 6 months. Happy to walk you through full numbers on a call.
Can you work with our existing systems?
Yes. The default AI fraud detection stack we reach for is Claude, DuckDB, Postgres, Vercel, but we'll bend it around whatever you already run - Xero, HubSpot, Shopify, Cin7, your own in-house apps. The discovery week maps every data source before any build starts.
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.