II.
Workflow overview
Reference · liveworkflow:model-card-maintenance
Model Card Maintenance overview
Creates and updates model cards documenting model purpose, training data, evaluation metrics, known limitations, fairness assessments, and intended use. Ensures cards are reviewed before model deployment and kept current through the model lifecycle. Excludes model training.
Attributes
displayName
Model Card Maintenance
workflowKind
governance
triggerType
event-driven
typicalCadence
per-model
complexity
single-team
description
Creates and updates model cards documenting model purpose, training data,
evaluation metrics, known limitations, fairness assessments, and intended
use. Ensures cards are reviewed before model deployment and kept current
through the model lifecycle. Excludes model training.
Outgoing edges
applies_to_domain2
- domain:ml-ops·DomainMLOps
- domain:data-science·DomainData Science
involves_role3
- role:ml-engineer·RoleMachine Learning Engineer
- role:technical-writer·RoleTechnical Writer
- role:data-scientist·RoleData Scientist
performed_by_org_unit2
- org-unit:ml-team·OrgUnitML Team
- org-unit:ai-enablement·OrgUnitAI Enablement
requires_skill_area2
- skill-area:ml-fine-tuning·SkillAreaML Fine-Tuning
- skill-area:eval-driven-development·SkillAreaEval-Driven LLM Development
triggers_responsibility2
- responsibility:write-user-docs·ResponsibilityWrite end-user documentation
- responsibility:ai-safety-guardrails·Responsibility
Incoming edges
None.