Course Outline

Introduction to Responsible AI with Mistral

  • Responsible AI principles
  • Mistral enterprise features and roadmap
  • Compliance drivers and global regulations

Privacy and Data Protection

  • Techniques for anonymization and pseudonymization
  • Encryption at rest and in transit
  • Managing data access and minimizing risk

Data Residency Strategies

  • Regional hosting options
  • On-premises vs cloud deployments
  • Hybrid residency models

Enterprise Controls and Integrations

  • Role-based access control (RBAC)
  • Single sign-on (SSO) and identity management
  • Integration with enterprise IT systems

Auditability and Governance

  • Setting up audit logs and monitoring
  • Governance playbooks for AI systems
  • Incident response and escalation workflows

Vendor Options and Deployment Models

  • Comparing Mistral self-hosting and managed services
  • Evaluating vendor compliance assurances
  • Cost, performance, and regulatory trade-offs

Case Studies and Future Outlook

  • Examples from regulated industries
  • Emerging regulations and compliance trends
  • Preparing for evolving enterprise AI standards

Summary and Next Steps

Requirements

  • An understanding of enterprise IT systems
  • Experience with data governance or compliance frameworks
  • Familiarity with security and privacy regulations

Audience

  • Compliance leads
  • Security architects
  • Legal and operations stakeholders
 14 Hours

Delivery Options

Private Group Training

Our identity is rooted in delivering exactly what our clients need.

  • Pre-course call with your trainer
  • Customisation of the learning experience to achieve your goals -
    • Bespoke outlines
    • Practical hands-on exercises containing data / scenarios recognisable to the learners
  • Training scheduled on a date of your choice
  • Delivered online, onsite/classroom or hybrid by experts sharing real world experience

Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.

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