Course Overview
Turn AI risks into safety rules, safeguards, and architecture. Build living safety evidence, not just test reports. Implement monitor-everything dashboards for AI decisions. Lead incident response with graduated protocols from Warning to Safe Stop to Shutdown.
What You'll Learn
Design Safe-by-Design architectures using ISO/IEC TS 42119-2
Build safety evidence packs that boards and regulators understand
Combine AI governance, enterprise architecture & human leadership
Quantify risk with probability, impact, detectability, and exposure
Design safety layers: preventive, detective, corrective, fail-safe
Build living evidence systems that update continuously
Create incident response playbooks for Warning → Slow Down → Safe Stop → Shutdown
Position yourself as a Certified AI Safety Architect™
Curriculum for This Course
Module 1: The New Era of Safe AI
- Why ISO/IEC TS 42119-2 changes the game
- Where 42119-2 fits with ISO 42001, EU AI Act, NIST RMF
- The 6 pillars of safe AI
- AI Safety Capability Heat Map for your organization
Module 2: Risk First - Hazards and Quantification
- Identify hazards: technical, ethical, cognitive, systemic
- Quantify risk with probability, impact, detectability
- Build and prioritize your AI Safety Risk Register
- Lab: AI Safety Risk Register with scores
Module 3: Safe-by-Design Architecture
- Translate risk into concrete safety requirements
- Design safety layers across all system components
- Use enterprise architecture to map safety
- Lab: Safe-by-Design blueprint
Module 4: Proving Over Trying
- Formal and statistical approaches to safety evidence
- Data quality, robustness, and alignment evidence
- Build a Safety Evidence Pack
- Lab: Safety Evidence Pack for an AI use case
Module 5: Monitor Everything
- Design telemetry and observability for AI systems
- Detect drift, anomalies, hallucinations in real-time
- Build an AI Safety Monitoring Dashboard
- Lab: Monitoring dashboard and alert rules
Module 6: Living Evidence and Continuous Compliance
- Link rules → code → logs → outcomes for traceability
- Build continuous compliance pipelines
- Prepare for ISO audits and regulator visits
- Lab: Continuous Evidence Pipeline blueprint
Module 7: Incident Response Protocols
- Design graduated response: Warning → Safe Stop → Shutdown
- Industry-specific playbooks for banking, healthcare, HR
- Forensics, learning loops, and communication
- Lab: AI Incident Response Playbook
Module 8: Executive Mastery and Certification
- How to speak to CEOs, boards, regulators about Safe AI
- Present architectural choices with confidence
- Position as Certified AI Safety Architect™
- Final: Board-Level Safety Case and Certification
Reviews
Dr. Emily Watson
January 2025This program gave me the frameworks to prove AI safety to our board. Now I can sign off on AI deployments with confidence.
Marcus Rodriguez
December 2024The Safe-by-Design approach transformed how we build AI systems. We now have living evidence, not just documentation.
Dr. Lisa Park
November 2024The incident response protocols saved us during a critical AI drift event. This training was invaluable.
Frequently Asked Questions
The Coach Leonardo University Philosophy
We don't just teach AI safety. We reprogram how you think about risk, power, and responsibility.
We combine ISO/IEC TS 42119-2, ISO 42001, risk frameworks, and TOGAF-style architecture into an integrated approach.
- Capability heat maps for AI safety
- Safe-by-Design blueprints
- Digital twins for testing AI decisions
Most failures begin in human ego, not code. We integrate coaching, NLP, and "Inner Architect™" work.
- Decision frameworks to avoid "ship it anyway" culture
- Awareness training for leaders and architects
- Ethical clarity and long-term thinking