Innova Castle
Solutions · Behaviour Risk

Behaviour Risk

Real-time detection of anomalous behaviour patterns in players, accounts, or transaction streams. When activity becomes erratic or coordinated, our system surfaces it with auditable evidence you can justify to a regulator.

White-Box
Detection method
MGA-Ready
Regulatory standard
Full audit trail
Explainability
None
Black-box ML

One engine, many lenses

Modules, grouped by maturity

Every module runs on the same white-box behavioural engine and the same data input. They're grouped by how ready each one is: what's available today, what assists human review, and what we co-develop with you.

CoreCompliance essentials
Coming soon

Post-Intervention Monitoring

Responsible gaming · Effectiveness

Measures whether a responsible-gaming intervention (a limit, a cooldown) actually lowered a player's risk. It splits each player's history and compares the risk score before and after, a pure, reproducible calculation with no model behind it, so the result stands up as evidence to a regulator.

Coverage

Player historyRG interventionsMGA evidence
Coming soon

Affordability

Financial exposure · Compliance

Flags players with high financial exposure by summing wagered volume, net loss and loss rate per player and classifying them against thresholds you calibrate. 100% arithmetic and fully auditable, a hot regulatory topic (MGA/UK) computed from data you already hold.

Coverage

Wagered volumeNet lossThresholds
Coming soon

Marketing Suppression

Marketing compliance

Builds your do-not-contact list by excluding at-risk players from marketing through a deterministic rule on the risk score, logging the reason for every exclusion. Almost free to run, and it satisfies a growing regulatory obligation by design.

Coverage

Risk scoreExclusion logRG flags
ScreeningAssisted · Human review
Coming soon

Player Risk

Player behaviour · Compliance

Scores each player's behavioural risk (0–100) from five transparent factors (loss-chasing, session frequency, loss rate, a Hurst anomaly, and spend velocity) mapped to the MGA SR-01…SR-05 markers. A flagging and prioritisation system where every mark is explained, not a black-box predictor.

Coverage

PlayersMGA markersRisk factors
Coming soon

Bonus Abuse

Promotions · Fraud screening

Flags accounts with a value-extraction signature (an abnormally low loss rate over meaningful volume, inconsistent with normal house-edge play) as a cheap first filter for your anti-fraud team. A screening layer for human review, observable and explainable.

Coverage

Loss rateVolumeBonus claims
Coming soon

VIP Health

Retention · Player protection

Identifies your highest-value players (auto-calibrated to the top of your wagering distribution) and cross-references their risk level, so retention and protection run off the same engine, with no new data required.

Coverage

VIP segmentRisk levelRetention
PilotIn validation
Coming soon

Fraud & Pattern Detection

Fraud · Coordinated patterns

Detects accounts with structured, persistent betting sequences using a per-account Hurst exponent. Offered as a pilot: it needs long histories and is validated against an operator's known fraud cases before it ships as a production product.

Coverage

Account historiesHurst exponentKnown cases
ExploratoryRequires your data
Coming soon

Synchronized Collusion

Collusion · Networks

Identifies coordinated betting rings by detecting synchronisation across accounts rather than per-account patterns. Unlocks once real timestamps are available, an ideal pilot to obtain that data from the operator.

Coverage

TimestampsAccount networks
Coming soon

Self-Exclusion Breach

Responsible gaming · Identity

Detects self-excluded players who return through a new account. Unlocks with cross-account fingerprinting or KYC data, offered as a pilot to establish that linkage with the operator.

Coverage

KYCDevice fingerprintExclusion list
Coming soon

AML Transaction Monitoring

Anti-money-laundering

Extends the engine to anti-money-laundering screening over deposit and withdrawal flows. Unlocks with real transaction data, a natural pilot for operators that want AML coverage on the same auditable engine.

Coverage

DepositsWithdrawalsTransactions

Who it's for

Built for organisations that need answers before the problem is visible.

  • iGaming operators under MGA regulation
  • Financial compliance and AML teams
  • Fraud prevention departments
  • Fintechs and payment platforms

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.

Interested in Behaviour Risk?

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