Model Card
Definition
A Model Card describes use cases, performance, and limitations of a model.
A structured documentation of purpose, performance, limitations, data context, and responsible use of a model.
Simply explained
Like a profile sheet, it shows what a model is intended for and where caution is needed.
Why it matters in practice
Supports informed decisions, governance, and effective AI deployment.
Example from business
Before deployment, a company documents target audience, tests, exclusions, and known limitations.
Limits and pitfalls
- Treating a Model Card as a certificate or substitute for one’s own evaluation is a mistake.
Origin & history
Mitchell and co-authors proposed Model Cards in 2019 as a transparency format.
Use in mid-sized companies
- Possible application: Before deployment, a company documents target audience, tests, exclusions, and known limitations.
Frequently asked questions
What does Model Card mean?
A structured documentation of purpose, performance, limitations, data context, and responsible use of a model.
Which mistakes should be avoided?
Treating a Model Card as a certificate or substitute for one’s own evaluation is a mistake.
Sources
Source checked on 10.10.2026. Editorial use cases are hypothetical; no evidence of real customer results.
Editorially reviewed on: