BONUS ABUSE DETECTION FOR IGAMING

Stop bonus abuse before it scales.

sensAi watches your players continuously, surfaces multi-accounting rings, promotion cycling, and coordinated abusers — and pushes evidence to your existing risk and CRM stack. Your team gives feedback, sensAi learns. Repeat.

signal · live
Abuse signals · trailing 30 days
DetectedBaseline
Apr 1Apr 8Apr 15Apr 22Today
Abuse flagged
37
+12 vs yesterday
Rings detected
4
2 new · 1 growing
Bonus at risk
$84k
trailing 30d
Auto-locked
46
promos suppressed
last 24h
Active signals
37 open
Velocity-deposit cluster forming
12 accounts · same timing window
8s
RAF ring · root invitee
1,206 red nodes · ghost accounts
4m
Promo cycling pattern
47 accounts · matched signature
12m
New pattern deployed
Velocity-deposit-max · live now
23m
action · in flight
Promo lockout applied
12-account abuse cluster · pushed to Risk + CRM.
If you’re in iGaming, you know

Bonus abuse evolves faster than your rules.

Abuse rings stay invisible until they scale

Multi-accounting and coordinated abusers operate below the threshold of traditional fraud tools — by the time you see the pattern, the damage is done.

Static rules miss adaptive abusers

New promotion = new vulnerability. Abusers test, adapt, and scale faster than your team can write rules.

VIPs and abusers look the same

High activity, high bonus usage, multiple sessions. Misidentify a VIP as a fraudster and you lose your best customer. Miss an abuser and you bleed margin.

Free 48-hour scan · No commitment
How sensAi handles it

Behavioral intelligence on every player. Abuse patterns surfaced.

Multi-accounting rings
Promotion abuse
VIP vs. abuser separation
Pushed to your stack
Ask in plain language

Your team works the way they think.

Plain-language questions
Risk profiles, segments, anomalies — ask in your own words.
Evidence, not just answers
Every response is grounded in the underlying data and traceable.
One click to act
Push to CRM, open a case, or route a journey from inside the answer.
1/5
Q Center · sensAi
Account · 16062290
Red risk · root invitee
Total NGR
−$131.5k
Network
1,221
Red risk
1,206
Invites
1,384
How sensAi works

Sense. Act. Learn. Repeat.

A continuous loop, not a one-shot model. Every decision your team makes teaches the system.

01
SENSE
02
ACT
03
LEARN
Continuous
Repeat.
01
SENSE
Continuously analyzes your player base — abuse signals, ring formation, promotion exploitation. Always current.
02
ACT
Pushes intelligence to your CRM, case management, and risk systems. Your team acts with full context.
03
LEARN
Your team teaches sensAi in plain language. Every flag, every approval, every reject — the system gets smarter.
See it in action

From signal to action in minutes.

How sensAi turns raw player data into evidence your team can act on — flagged, mapped, reviewed, and learned from.

Step 1
Abuse digest delivered
sensAi surfaces what needs attention: abuse rings, suspicious patterns, anomalies — all triaged and ready.
Abuse digest delivered
Step 2
Network mapped
Connects accounts and surfaces an organized cluster of related abusers.
Network mapped
Step 3
Team reviews and confirms
Your team opens the case in Q Center, reviews the 360, and approves the action.
Team reviews and confirms
Step 4
System learns
The pattern is added to your risk engine and pushed back to your stack — your systems get smarter.
System learns
All within minutes. No SQL. No analyst ticket.
Where operators start (and where it goes)

Built for bonus abuse. Useful for much more.

Primary use case
Bonus abuse ring detection
  • Multi-accountingdeposit cadence, betting style, payment overlap, timing patterns
  • Promotion cyclingfrequency abuse, bonus chain patterns
  • Coordinated groupsplayers moving together across time and games
  • Refer-a-friend ringsinvite networks with coordinated low-value behavior
  • Behavioral signaturesgame choice + timing patterns that betray a coordinated operator
Also useful for
VIP & Player Value
Hidden VIPs, lifetime value, churn prevention.
Segmentation
Behavioral clusters that stay current as players change.
KPI Monitoring
Anomaly detection across your business metrics.
Game Intelligence
Player–game fit, recommendations, engagement signals.
Why operators start with sensAi

Built for teams losing margin to abuse.

17 years of customer value management encoded.
Abuse patterns, multi-accounting playbooks, promotion-cycling tactics, VIP-vs-abuser separation — encoded in the brain from years on the operator side.
Connected in days, not months.
Give us access to your raw tables — keep them in your cloud. Your team is using sensAi within two weeks.
Free 48-hour scan, no commitment.
We run sensAi on a sample of your data and show you what your existing tools missed. Specific findings, no integration required.
How it plugs in

Architecture at a glance.

Your raw data on one side, your existing risk and CRM stack on the other. Sensai is the behavioral brain in between — enriching them, not replacing them.

Raw Data
Players
Sessions
Transactions
Game Events
Bonuses
sensAi Intelligence Layer
Connects · Profiles · Enriches
Your Stack
CRM
Risk
Cases
BI
Free Abuse Scan

Free 48-hour abuse scan.

Run sensAi on a sample of your data. No integration required, no commitment. Get findings within 48 hours.