Standards and templates to create auditable model cards documenting lineage, intended use, performance, and limitations.
A practical, structured model card template to capture intended use, data provenance, evaluation context, performance (including subgroup performance), known limitations and failure modes, mitigation actions, monitoring plans, and operational ownership for governance and safe reuse.
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.
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.