AI fraud detection for law firms.
Law firms-grade AI fraud detection, shipped by people who've done it before.
The friction law firms hit that other industries don't.
Law firms bill for judgement, but a huge share of the week still goes on intake, document review, and status updates.
New matter intake and routine client updates are the two places firms lose the most billable time to admin.
Intake, file notes and document review sped up, with client information protected under the Privacy Act 2020 and kept in New Zealand.
On the tools or running at scale, the admin still eats the week :)
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.
What AI fraud detection actually does
Pattern-watching AI for refund abuse, chargebacks, fake reviews, employee fiddles, and odd supplier invoices. 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.
One workflow.
In production.
In weeks.
What AI fraud detection covers
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 shelfware or licences you do not use
- No AI theatre
Definitely not a typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
How it works in New Zealand
We find the one workflow costing law firms the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
Good questions, answered
What does AI fraud detection cost for a law firm?
Pilots start from a fixed scope priced to land a measurable result inside 6 weeks. Pricing depends on data volume, integration complexity, and whether you need us on managed services afterwards. We'll quote precisely after a 30-minute scoping call.
What's the realistic timeline for AI fraud detection with a law firm?
Most law firms have their first usable slice in week 5 or 6. We'd rather ship narrow and real than broad and aspirational - your team gets to use the thing well before the engagement is "done".
Has this actually shipped for a real law firm?
Yes. Recovers 3-5x its cost in caught fraud within 6 months. We'll share comparable engagements on the call.
How does this fit the Public Service AI Framework?
The framework, led by the Government Chief Digital Officer, asks for safe, transparent and accountable AI. Agencies that sign the Algorithm Charter also commit to transparency in how they use algorithms.
Do you respond to government tenders?
Most large government contracts are advertised on GETS, the Government Electronic Tender Service, where suppliers register with RealMe.
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