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Interactive PDCA Cycle Simulator

Walk through a complete SOAI-PDCA cycle with a fictional AI system and see how the 33-Agent Council provides recommendations at each phase.

HealthBot AI

AI-powered medical symptom checker and health advisor

High-Risk

Applicable Frameworks:

EU AI ActHIPAANIST AI RMF

Scale:

500,000 monthly active users

PDCA Cycle Progress25% Complete
PLAN
DO
CHECK
ACT
Phase 1: PLAN

Define objectives and establish safety requirements

Scenario

HealthBot AI is a medical symptom checker used by 500,000 patients monthly. Recent user feedback indicates potential bias in diagnostic suggestions for certain demographics.

Key Activities
  • Document AI system scope and boundaries
  • Conduct comprehensive risk assessment
  • Map applicable regulatory frameworks (EU AI Act, HIPAA)
  • Identify potential bias and fairness issues
  • Define success criteria and KPIs
  • Establish baseline compliance requirements
33-Agent AI Council Recommendations

Democratic consensus from 33 AI agents across multiple providers (OpenAI, Anthropic, Google, Meta, and more)

🤖 33-Agent Council Analysis: "High-risk medical AI system requires enhanced oversight under EU AI Act Article 6"

🔍 Bias Detection: "Recommend demographic fairness audit across age, gender, ethnicity, and socioeconomic factors"

📊 Risk Priority: "Focus on diagnostic accuracy disparities (Critical), data privacy (High), and explainability (High)"

✅ Compliance Gap: "HIPAA compliance verified. EU AI Act conformity assessment required before deployment in EU"

Identified Risks
  • Diagnostic bias leading to health disparities
  • Privacy violations of sensitive health data
  • Lack of explainability in medical recommendations
  • Regulatory non-compliance in multiple jurisdictions
Phase Outcomes
  • ✓ Risk Assessment Matrix completed (12 risks identified)
  • ✓ Compliance requirements mapped to 3 frameworks
  • ✓ Implementation roadmap approved (16-week timeline)
  • ✓ Stakeholder sign-off obtained

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