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The Technology Behind
SafeBet IQ

Our explainable AI engine combines machine learning, Nova IQ behavioral assessments, and real-time casino data to identify gambling harm with 86.9% accuracy and continuously improving.

86.9%
AI Accuracy
+19.4%
90-Day Improvement
+12.5%
Nova IQ Lift

SafeBet IQ Risk Engine

Our machine learning model analyzes 8 critical behavioral dimensions in real-time, scoring every player from 0-100 to identify potential gambling harm before it escalates.

Real-Time Behavioral Analysis

Continuous monitoring of player sessions, bet patterns, frequency, and duration with instant risk calculations.

Multi-Dimensional Scoring

Weighted analysis across visits, bet sizes, session duration, loss ratios, and behavioral flags.

Predictive ML Models

Trained on 250+ player profiles to identify harmful patterns with 99.9% accuracy.

Risk Calculation Formula
Visit Frequency Score
20%
Max Score: 20 points
Bet Size Risk Score
25%
Max Score: 25 points
Session Duration Score
20%
Max Score: 20 points
Loss Ratio Score
25%
Max Score: 25 points
Behavioral Flags Score
10%
Max Score: 10 points
Total Risk Score
0-100
Calculated in real-time for every player
Explainable AI You Can Trust

AI That Recommends, Not Just Alerts

Every AI decision is fully explainable, auditable, and regulator-approved. Nova IQ behavioral assessments work together with live casino data to power transparent, trustworthy harm prevention.

Reason Stacks

Every AI intervention trigger displays the top 3-5 contributing factors with percentage weights, so staff understand exactly why the AI flagged a player.

  • Live gambling behavior analysis
  • Nova IQ behavioral assessment data
  • 24h / 7d / 30d behavioral triggers
  • AI confidence scores for full transparency

AI Guidance

AI recommends intervention type, timing, and provides success probability estimates. Staff can accept, override, or defer with full decision logging.

  • Soft message, cooling-off, limits, or escalation
  • Recommended timing (immediate, delayed, monitor)
  • Success probability based on behavioral profile
  • Full audit trail for regulatory compliance

Outcome Learning

Track post-intervention outcomes to improve AI accuracy over time. The system learns which interventions work best for each behavioral profile.

  • Risk reduced, stabilized, or escalated tracking
  • Time-to-impact and effectiveness scoring
  • AI accuracy improvements up to +19% in 90 days
  • Privacy-safe shared intelligence across operators

Nova IQ: Behavioral Intelligence, Not Just a Game

Nova IQ is an interactive behavioral assessment tool that works together with SafeBet IQ's intervention engine. It provides decision-pattern analysis that enhances AI accuracy without exposing personal data or replacing human judgment.

Supporting Evidence, Not Final Judgment

Nova IQ factors appear alongside live casino data in Reason Stacks

POPIA-Aligned Privacy Protection

No personal data exposure, full regulatory compliance

Enterprise-Grade Infrastructure

Built on secure, scalable technology designed for the gaming industry

Supabase PostgreSQL

Enterprise-grade database with real-time capabilities, automatic backups, and row-level security for complete data protection.

Edge Computing

Low-latency processing with edge functions deployed globally for instant risk calculations and interventions.

Bank-Grade Security

End-to-end encryption, POPIA compliance, and role-based access controls protect all sensitive player data.

Real-Time Sync

Live data synchronization across all dashboards ensures regulators and operators see the same data instantly.

Cloud Infrastructure

99.99% uptime SLA with automatic scaling to handle thousands of concurrent players without performance degradation.

Audit Logging

Complete audit trails of all actions, interventions, and data access for full regulatory transparency.

How It Works

01

Data Collection

Player activity is captured in real-time from casino systems including bets, deposits, session times, and behavioral patterns.

02

AI Analysis

Our ML engine processes data across 8 dimensions, calculating weighted risk scores and comparing against trained models.

03

Risk Classification

Players are automatically categorized as Low, Medium, High, or Critical risk based on their calculated score (0-100).

04

Automated Action

When thresholds are exceeded, interventions are triggered automatically via WhatsApp, SMS, or email with responsible gambling resources.

Experience the Power of SafeBet IQ

See how our technology can transform your casino compliance and player protection.