REAL TIME RESPONSE HANDLING
Process and act on behavioural insights from ABIS in real-time
Response Architecture
ABIS returns rich behavioral assessments. Understanding response structure is the foundation for building intelligent applications that act on behavioral insights.
- Response payload structure
- Risk score interpretation
- Confidence intervals
- Response metadata
- Error handling patterns
Risk Score Processing
Risk scores are probabilistic assessments. Learn to interpret scores correctly, set appropriate thresholds, and avoid common pitfalls in risk-based decision making.
- Score distribution analysis
- Threshold calibration
- False positive management
- Score normalization
- Multi-factor scoring
Decision Routing
Transform ABIS assessments into application actions. Build decision trees that route users through appropriate flows based on behavioral risk profiles.
- Decision tree design
- Action mapping strategies
- Escalation paths
- Override mechanisms
- Audit trail requirements
Async Response Patterns
Not all decisions require synchronous responses. Learn patterns for handling ABIS assessments asynchronously while maintaining user experience.
- Async decision patterns
- Queue-based processing
- Webhook integration
- Polling strategies
- Timeout handling
Step-Up Authentication
Use ABIS risk scores to trigger additional authentication when needed. Balance security with user friction through intelligent step-up flows.
- Step-up triggers
- MFA integration
- Progressive authentication
- Risk-based challenges
- User experience optimization
Response Caching
Cache ABIS responses strategically to reduce latency without compromising security. Learn cache invalidation strategies for behavioral data.
- Cache key design
- TTL strategies
- Invalidation triggers
- Stale-while-revalidate
- Cache warming
Error Recovery
ABIS may be unavailable or return errors. Build resilient applications that gracefully degrade while maintaining security posture.
- Fallback strategies
- Circuit breaker patterns
- Graceful degradation
- Error classification
- Recovery procedures
Response Analytics
Monitor ABIS response patterns to detect anomalies, tune thresholds, and optimize decision routing. Build dashboards that provide actionable insights.
- Response metrics
- Threshold analytics
- Decision distribution
- Latency monitoring
- Alert configuration
Response Testing
Test your response handling logic thoroughly. Simulate various ABIS responses to ensure your application behaves correctly across all scenarios.
- Mock response generation
- Edge case testing
- Load testing patterns
- Regression testing
- Production validation