Vigilance
Constant watch that spots potentially dangerous changes before they grow.
liv***70
- Country
- Spain
- Local time
- ––:––
- Currency
- EUR
- Registered
- 3 Mar 2026
- Account age
- 6 months
- Last active
- 30 Aug 2026
Risk score
0/ 100
assembled from the factors →
Every point has a reason.
A model learns each player’s own baseline – how they stake, how much they lose, how often they come back – then scores how far they have moved away from it.
One case is a story. A base is a workload.
Every account is re-scored as it plays. Filter by level, save a segment, open a profile – and every score arrives with the reasons behind it.
All
Critical
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Medium
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Very Low
Player
Level
Risk score
Primary signal
Open case
From millions of events to one clear signal.
Every deposit, bet, session and payment is read as it happens. What comes out is one level per player – and the reasons behind it.
Player
Player signal
- Critical
- High
- Medium
- Low
- Very Low
Trained on open iGaming and betting research data covering over 42,000 player accounts.
Detection of risky behaviour depends on system settings and the completeness of the data collected.
Detection of risky behaviour depends on system settings and the completeness of the data collected.
The same action. Not the same meaning.
The same event
–
Every event is measured against the history of the account it came from. A session at three in the morning is an ordinary night for one player and the first break in pattern for another.
One player is flagged. Time to check and adjust.
The engine never restricts an account on its own. It explains what it saw, proposes a proportionate response – and a named person decides.
Detect
Explain
Assign
Act
Evidence
cas***467
C-000467 · vireo.games
Critical
92/ 100
Alert AL-01045 vireo.games · 2 min ago
Critical
Loss chasing
threshold crossed on the last session
8492
risk score after the session closed
Activity at the moment the case opened frozen snapshot
Site
Vvireo.games
Game
Lilith's Book
Lilith's BookStake€120per spin
Multiplier×50max exposure
Session open 1h 47m · 312 spins · net −€4,180 · still playing
Why Loss chasing fired +14 points · the only factor out of range
Session start––:––
Time in game1h 47m
Bets placed157
Stake before€10–25
Stake after€130
VILIKAN
Stake size rose sharply while the balance was falling, inside a 22‑minute window. The account topped up €500 four minutes after its largest loss, then resumed at seven times its own usual stake and held there for 31 bets.
This account has not staked above €25 in 94 earlier sessions, and a typical player on this site stays under €40. The deviation is from the player's own behaviour, not just from the average.
Case opened C-02410
Case typeResponsible gambling
PriorityCritical
Assign to
DKDana Keller
TeamRG Team A
Reason codes
Loss chasing
Contact history what has already been tried with this player
Add noteStart intervention
Request restrictionExport evidence
Request restriction cas***467 human approval required
Restriction
Deposit limit
Value
€500 / week
Duration
30 days
Linked case
C-02410
Reason
High potential of impulse gaming
Restriction type 10 available
VILIKAN · evidence package
Responsible-gaming evidence extract
scroll inside the extract · 5 sections
The duty is moving onto the iGaming operator.
Regulator after regulator now asks the operator to spot harm early, act on it, and prove both. An early-warning system is what turns that obligation into something a team can actually run.
Markets already asking for it
The player
was responsible for his actions
Shifting responsibility in progress
The operator
How the business usually works.
Every event your sites produce travels the same road into your CRM and out to a person. VILIKAN steps into that process and surfaces what the team should be paying attention to.
Your site
Your CRM
0events today
Limit
Sees when a player’s behaviour nears a critical limit or leaves their normal pattern.
Knowledge
AI turns a mass of behavioural data into a clear picture of each player’s state.
Action
Not just detecting risk – giving the operator the chance to step in on time.
Navigation
Shows what to do next: an alert, an intervention, limits or an extra check.
Identify the risk before the harm
- Personal data is handled in line with the GDPR.
- Connects to your CRM over an API.
Product byLMU Technologies Pte. Ltd.