Regulatory Sandbox · AI Act Article 57-63
AI Sandbox Reports
Live behavioral reports for each monitored agent. Format aligned with EU AI Act regulatory sandbox requirements.
What is this? EU AI Act Articles 57-63 establish regulatory sandboxes where AI systems can be tested under supervision. These reports provide the evidence layer required by sandbox authorities — real execution data, not simulations.
Enforces transparency and explainability obligations for AI systems
Observed capabilities
agent_directory_viewed
content_page_viewed
homepage_visited
Sandbox findings
⚠
Only 20% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
Respuestas IA al usuario, procesamiento de preguntas y ayuda conversacional
Observed capabilities
ai_response_requested
audio_content_accessed
greeting_generated
news_content_accessed
Sandbox findings
⚠
Only 3% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
Ensures human review and override capability on critical AI decisions
Observed capabilities
login_page_accessed
Sandbox findings
⚠
Only 0% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
Ensures AI systems follow legal and ethical standards at operational level
Observed capabilities
pricing_page_viewed
Sandbox findings
⚠
Only 0% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
Tracks model decisions, updates and system changes for full auditability
Observed capabilities
dashboard_accessed
Sandbox findings
⚠
Only 0% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
Agente de reconocimiento de voz y comandos del sistema CLARA. Procesa comandos de voz en español, activa funciones de acompañamiento y registra interacciones del usuario
Observed capabilities
voice_command_detected
voice_listening_started
voice_listening_stopped
Sandbox findings
⚠
Only 0% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
Gestión de emergencias y alertas críticas del sistema CLARA
Observed capabilities
emergency_triggered
Sandbox findings
⚠
Only 0% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
⚠
4 events involved sensitive data access.
Seguimiento de estado del usuario, actividad y registro de sesiones
Observed capabilities
test_event
Sandbox findings
⚠
Only 0% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
Monitors data quality, security and compliance
Sandbox findings
⚠
Only 0% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
Maintains technical documentation and Annex IV records required under EU AI Act Article 11.
Sandbox findings
⚠
Only 0% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.
Protects AI models and data from misuse or breaches
Sandbox findings
⚠
Only 0% of executions are cryptographically sealed. Recommendation: enable prompt_hash and output_hash on all events.