Definition
AI model
An AI model is the trained mathematical component that maps inputs to outputs. It is not the whole product: the complete system also includes prompts, retrieval, user permissions, logging, human review, integrations, policies, and the workflow where the model is used.
Last updated: 25 June 2026
Why it matters
It prevents a common mistake: optimizing the model while ignoring the workflow that creates or destroys ROI.
Signals to watch
- Inputs become outputs
- Parameters or rules carry learned behavior
- Surrounding workflow determines business value