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New: SMB Digital Footprint packages with fixed pricing
McNaughton & Co.

What we do / Financial & risk intelligence

Anomaly Detection & Fraud Monitoring Early.

Systems that flag unusual transactions, claims, or account activity in near real time. Less reliance on manual review and after the fact discovery.

What's included

Baseline behavior modeling

What normal looks like for accounts, merchants, and channels.

Detection pipeline design

Tuned to your volumes, your products, and your risk appetite.

Alerting and case review integration

Signals routed into the workflow your investigators already use.

False positive tuning

Your team investigates signals, not noise.

Ideal for: Financial institutions and insurers processing volume that has outgrown manual spot checking.

01. Scope

A short discovery. We name the problem, the data, and what done looks like.

02. Build

Working software early. You see progress weekly, not at the end.

03. Operate

We run it, monitor it, and hand over documentation your team can live with.

Tell us what you're trying to solve.