Playbook: Model Cards & Documentation Standards

Standards and templates to create auditable model cards documenting lineage, intended use, performance, and limitations.


Playbook

Practical AI Governance Starter Playbook

A pragmatic starter playbook with a one‑page policy template, a risk register schema, a decision matrix for human‑in‑the‑loop vs autonomous operations, a governance meeting cadence with agendas and stakeholder roles, and an implementation checklist and KPIs to scale governance with maturity.

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Playbook

Model Card Template & Example Entries

A practical, fillable model-card template with clear example entries for a classification model and a RAG-style assistant, plus guidance on intended uses, limitations, lineage, evaluation summaries, monitoring hooks, and governance checklist.

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