AVI Modules
Industry-specific intelligence modules built by experts, deployed at enterprise scale
Risk & Fraud Detection
Finance, Insurance
Problem
Manual risk assessment is slow and inconsistent. Fraud patterns evolve faster than rule-based systems can adapt.
AVI Capability
Real-time risk scoring using industry patterns. Anomaly detection trained on verified fraud cases from expert investigators.
Inputs
- • Transaction data
- • User behavior
- • Historical patterns
Outputs
- • Risk scores
- • Fraud probability
- • Investigation priorities
Key Metrics
Compliance Monitor
Healthcare, Finance
Problem
Keeping up with changing regulations across jurisdictions is resource-intensive and error-prone.
AVI Capability
Automated compliance checking against multi-jurisdictional rules. Real-time regulatory change tracking and impact assessment.
Inputs
- • Business processes
- • Document flows
- • Transaction records
Outputs
- • Compliance scores
- • Violation alerts
- • Audit reports
Key Metrics
Market Pattern Recognition
Finance, Retail
Problem
Market signals are buried in noise. Manual analysis misses timing windows.
AVI Capability
Pattern detection trained on decades of market data and expert trader knowledge. Predictive signals for timing and positioning.
Inputs
- • Market data
- • News feeds
- • Sentiment indicators
Outputs
- • Pattern alerts
- • Timing signals
- • Confidence scores
Key Metrics
Predictive Workflow Automation
Manufacturing, Healthcare
Problem
Complex workflows have too many exceptions for traditional automation. Human oversight is bottleneck.
AVI Capability
Intelligent process automation that handles exceptions like an expert would. Self-optimizing workflows that improve over time.
Inputs
- • Process data
- • Exception logs
- • Resource availability
Outputs
- • Automated decisions
- • Exception routing
- • Efficiency metrics
Key Metrics
Supply Chain Intelligence
Manufacturing, Retail
Problem
Supply chain disruptions are reactive. Inventory optimization is guesswork.
AVI Capability
Predictive disruption alerts. Multi-variable inventory optimization trained on supply chain expert knowledge.
Inputs
- • Supplier data
- • Demand forecasts
- • External factors
Outputs
- • Disruption alerts
- • Inventory recommendations
- • Alternative sourcing
Key Metrics
Customer Intelligence
Retail, SaaS
Problem
Customer behavior is complex. Churn prediction is inaccurate. Personalization is generic.
AVI Capability
Behavioral pattern recognition. Churn prediction with actionable intervention recommendations. Real personalization.
Inputs
- • Customer interactions
- • Usage patterns
- • Support history
Outputs
- • Churn risk scores
- • Intervention recommendations
- • Personalization rules
Key Metrics
Custom Module Development
Don't see exactly what you need? We can build custom AVI modules for your specific use case, leveraging our SME network and IntelliHuman Brain architecture.
Discuss Custom Modules