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CoE Lead GPT

A structured GPT system designed to reflect the reasoning, evaluation and decision-making patterns of an AI Center of Excellence (CoE) leader. It assists with AI strategy, governance, prioritisation, and operating model design.

Key capabilities

1. Strategic Guidance

  • Analysis of AI use cases
  • Prioritisation frameworks
  • Value mapping and feasibility assessment

2. Governance and Risk Insight

  • Identification of compliance and control requirements
  • Recommendations for risk mitigation
  • Mapping to model risk frameworks

3. Operating Model Design

  • CoE structures and responsibilities
  • Standards and playbook development
  • Change management considerations

4. Technical Pattern Mapping

  • Aligning business needs with RAG, agentic systems, fine-tuning or analytics
  • Architectural considerations
  • Cost, maintainability and deployment guidance

5. Agentic AI Oversight

  • Assessment of multi-step workflows
  • Tool-use controls
  • Monitoring and traceability recommendations

Use cases

  • Interview preparation
  • Internal advisory and review
  • CoE operating model exploration
  • AI project evaluation simulation

Roadmap

  • Structured scenario testing
  • Integration with artefacts from other repos
  • Expanded guidance on agentic workflows

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Expert-system GPT modelling the reasoning, evaluation and strategic decision-making of an AI Center-of-Excellence leader. Provides structured guidance on strategy, governance, prioritisation and AI operating models.

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