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theDataDamsel/README.md

Aine (The Data Damsel)

I work at the intersection of AI strategy, governance and enterprise adoption. My focus is on building responsible, scalable and operationally sound AI capabilities across regulated and data-sensitive environments.

Areas of focus

  • AI strategy and operating models
  • AI governance and model risk
  • GenAIOps and operational readiness
  • RAG and agentic AI architectures
  • Enterprise adoption and change management

What you will find here

  • Templates and patterns for enterprise AI deployments
  • Governance and risk frameworks
  • Demonstrations of monitoring and oversight techniques
  • Conceptual guides for AI Center of Excellence leadership

This profile reflects ongoing work developing practical, implementation-focused approaches to AI in real-world organisations.

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  1. ai-governance-blueprint ai-governance-blueprint Public

    Frameworks, standards and process templates for AI governance, model risk and oversight in regulated enterprise environments. Includes operating models, RACI charts, control libraries, approval wor…

  2. coe-lead-gpt coe-lead-gpt Public

    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…

  3. enterprise-rag-template enterprise-rag-template Public

    Template for building reliable, governed and cost-aware RAG pipelines for enterprise AI use cases, with optional agentic extensions. A structured framework covering ingestion, retrieval, evaluation…

  4. genai-cost-monitor-demo genai-cost-monitor-demo Public

    Demonstration of GenAI and agentic workload monitoring, including cost tracking, telemetry and operational risk indicators. Covers usage modelling, observability patterns, anomaly detection and ove…

  5. theDataDamsel theDataDamsel Public

    AI strategy, governance, GenAIOps and agentic AI resources from The Data Damsel. Professional profile, frameworks and ongoing work.

  6. agentic-ai-playbook agentic-ai-playbook Public

    Playbook for designing, governing and evaluating agentic AI workflows, covering multi-step reasoning, tool use and orchestration patterns. Includes architecture types, evaluation methods, oversight…