Innova Castle
Behaviour Risk
Coming Soon

Fraud & AML

Fraud · Anti-money-laundering

Coordinated patterns in transaction flows, surfaced before they become a regulatory problem.

Validation

Structural
Detection approach
Full audit trail
Explainability
None
Rule-based thresholds
White-Box
Detection method

Coverage

TransactionsAccountsNetworks

How it works

What Fraud & AML detects

1

Identifies non-random, coordinated structure across sequences of transactions the statistical signature of organised laundering networks or systematic fraud.

2

Does not rely on rule-based thresholds or supervised ML models. It detects structural anomalies directly from the data, making it robust to novel fraud patterns.

3

Every detection comes with auditable evidence the statistical basis for the alert is transparent and explainable to compliance officers and regulators.

Who it's for

Built for regulated, high-stakes environments.

  • AML compliance teams at financial institutions
  • Fraud prevention departments
  • Fintechs and payment platforms
  • Regulatory reporting teams

Our principles

The same foundation across every solution

100% White-Box

Every result is fully transparent and auditable. Every signal can be justified to a regulator.

Physics-Based

Grounded in statistical physics and stochastic analysis. Structural patterns, not empirical correlations.

Zero Recalibration

Works across assets and time periods without constant retuning or manual adjustment.

Compliance-Ready

Compatible with MiFID II, EU AI Act, Basel III and MGA from day one.

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Interested in Fraud & AML?

We are working towards the full release of our solutions. If you want to know more or discuss a pilot, start a conversation.