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Duration 7 hours
Course Outline
Foundations of Sovereign AI
- Understanding what sovereign AI means in regulated organizations
- Business, legal, and operational drivers
- Core control areas: data, models, infrastructure, and operations
Regulatory Requirements and Risk Mapping
- Data residency, privacy, and sector-specific obligations
- Mapping sensitive data to AI use cases
- Identifying risks related to cross-border data transfers, logging, and third-party exposure
Governing Data, Prompts, and Logs
- Prompt governance and acceptable use boundaries
- Logging policies for prompts, responses, and metadata
- Retention, redaction, masking, and access control practices
- Exercise: reviewing an AI data flow to identify governance gaps
Model Hosting and Inference Environment Options
- Deployment choices: public API, private cloud, on-premise, and hybrid models
- Factors influencing decisions on where models should run
- Trade-offs regarding control, security, cost, and operational ownership
Vendor Dependence and Portability
- Common lock-in patterns in models, tools, and platforms
- Achieving portability through modular architecture, open interfaces, and clear contracts
- Exercise: evaluating a vendor against sovereignty criteria
Governance Model and Action Planning
- Roles and responsibilities across IT, security, legal, and compliance teams
- Approval workflows for use cases, models, and operational changes
- Expectations for auditability, monitoring, and incident response
- Building a practical sovereign AI roadmap and defining next steps
Requirements
- A basic understanding of AI concepts, data governance, and compliance requirements
- Familiarity with enterprise technology, cloud infrastructure, security, or risk management decision-making
- No programming experience is required
Audience
- IT leaders, enterprise architects, and platform managers
- Professionals in risk, compliance, legal, and data governance
- Security teams and business leaders responsible for AI adoption in regulated environments
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 1300 € + VAT*
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