Real-time AI governance with constitutional alignment and emergence detection
Real-time monitoring and drift detection with vector phase space analysis
Experimental framework for emergence quantification and analysis
Constitutional governance with trust receipts and compliance
Overall platform status and performance metrics
Real-time agent status with SYMBI trust scoring
Constitutional framework trust scoring with cryptographic verification
Drift representation as vector misalignment with dynamic phase space analysis
Real-time vector drift monitoring showing angular misalignment from constitutional baseline
Dynamic analysis of agent behavior in high-dimensional phase space
Basin dynamics tracking with entry/dwell/exit state analysis
Historical context with decaying weights for causal explanation paths
Quantify weak emergence using the Bedau Index with advanced parameters
A/B testing and controlled emergence experiments
Advanced emergence detection and characterization
Cross-system resonance and synchronization patterns
Six fundamental principles governing AI behavior and trust
All AI decisions and reasoning must be explainable and auditable
AI systems must not cause harm and must include safety mechanisms
Clear responsibility assignment and traceability for all actions
Equitable treatment and bias mitigation across all decisions
Data protection and privacy preservation by design
AI systems must promote human wellbeing and societal benefit
Cryptographically verified audit trail of all AI decisions and actions
Comprehensive compliance monitoring across GDPR, EU AI Act, and SOC 2 frameworks
High-risk AI system with comprehensive quality management and risk mitigation procedures.
Full GDPR compliance with automated data subject request processing and comprehensive DPIA.
SOC 2 Type II certification in progress with security, availability, and confidentiality controls.
Real-time compliance scoring across all regulatory frameworks with automated monitoring.
Deep system analysis, performance profiling, and forensic investigation tools
Real-time neural network performance monitoring with drift detection and anomaly identification.
Comprehensive performance profiling with real-time metrics and automated optimization suggestions.
AI-powered anomaly detection with root cause analysis and automated remediation recommendations.
Comprehensive forensic analysis with immutable evidence collection and chain of custody tracking.
Advanced diagnostic tools for comprehensive system analysis and troubleshooting.
Complete REST API for platform integration and automation
/api/agents
Retrieve all agents with status and trust scores
/api/agents/{id}/trust
Update agent trust score and constraints
/api/emergence/events
Get recent emergence events and analysis
/api/emergence/analyze
Analyze system for emergence patterns
/api/receipts
Retrieve trust receipts with filtering
/api/receipts/verify
Verify receipt chain integrity
Enterprise AI Governance with Constitutional Alignment and Real-time Emergence Detection
Real-time monitoring
Emergence analysis
Constitutional governance
Trust framework
Drift detection
Emergence quantification