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Course Outline

Grasping AI and Machine Learning

  • Defining AI and its scope
  • Machine Learning as a component of AI
  • AI variations: weak, strong, generative, supervised, and unsupervised

AI in Action Across the Enterprise

  • Identifying current AI/ML presence in business operations
  • Applications in automation, decision support, customer service, and analytics
  • Practical examples in HR, finance, operations, and compliance

Typical Governance Hurdles

  • Potential conflicts with Data Protection Principles
  • Ensuring lawfulness, fairness, and transparency in automated decisions
  • Managing accuracy, data minimisation, and storage constraints

Core Information and Data Management

  • Information and records management specific to AI contexts
  • The critical role of metadata and audit trails
  • Ensuring data quality and integrity for training datasets

Tackling Information Governance Issues

  • Establishing governance controls for AI/ML pipelines
  • Prioritising human oversight and model explainability
  • Forming cross-functional governance teams

Performing DPIAs for AI/ML

  • Understanding the legal mandate and objectives of DPIAs
  • Procedures for evaluating proposed AI/ML implementations
  • Recording risk assessments, mitigations, and justifications

Governance Structures and Risk Control

  • An overview of AI-focused governance frameworks
  • Perspectives from ISO, NIST, ICO, and OECD
  • Managing risk registers and policy documentation

Culture, Integration, and Associated Standards

  • Fostering a culture of responsible AI usage
  • Aligning AI governance with cybersecurity, ethics, and ESG policies
  • Pursuing continuous improvement and monitoring

Recap and Future Actions

Requirements

  • A solid grasp of your organisation's information governance policies.
  • Knowledge of relevant data protection or privacy legislation.
  • A basic familiarity with AI or machine learning concepts is advantageous.

Who Should Attend

  • Information governance specialists
  • Data protection officers and compliance leads
  • Heads of digital transformation or IT governance
 7 Hours

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Price per participant

Provisional Upcoming Courses (Require 5+ participants)

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