AI product & model operations · Core
AI risk assessment
Also called: algorithmic impact assessment
ELI5
Check what the AI could harm and how to reduce it.
Used in conversation
“The AI risk assessment occurs before procurement approval.”
Definition
A structured evaluation of potential harm, likelihood, affected people and controls for an AI use.
Here “AI risk assessment” means: A structured evaluation of potential harm, likelihood, affected people and controls for an AI use.
Pitch context
You will see “AI risk assessment” in product strategy decks, roadmaps, experiments and architecture reviews when the discussion reaches ai product & model operations.
Why it matters: In ai product & model operations, the scope can change what data may be used, who may access it and which controls are required.
Sources & evidence · 2
Direct term-level sources and supporting source families.
- National Institute of Standards and Technology — Computer Security Resource Center GlossaryDirect source · primary · checked 2026-08-16
- Scrum Guides — The Scrum Guide — official current versionSupporting source family · primary · checked 2026-08-16