{"id":"VAL-002","section":"AI Usage, Spend & Value","requirement":"Classify AI activity into business-relevant use cases","acceptance":"Turn raw telemetry into recognizable tasks, workflows and functions.","tier":"Tier-independent","whyItMatters":"Tool-level data cannot tell a team drafting contracts from one summarizing public research.","verificationMethod":"POV","verificationTest":"Top use cases by function from pilot data, with personal conversations excluded.","formerly":null,"alsoIn":[],"sort":46,"adoptionContext":"Business-use classification can describe activity from any adoption tier; a deployment pattern alone does not identify the business purpose.","mappings":[{"frameworks":["rmf","iso"],"explanation":"Recognizable tasks and workflows provide context for documenting intended purposes and beneficial uses, and allow actual activity to be compared with intended use. Observed activity does not itself determine that purpose or demonstrate conformity with it.","kind":"framework","references":{"rmf":["MAP 1.1"],"iso":["A.9.4"]},"relation":null,"conditions":[]}],"area":"AI Usage, Spend & Value","areaSlug":"VAL","url":"/r/VAL-002","frameworkRefs":{"ISO42001":["A.9.4"],"NIST-AI-RMF":["MAP 1.1"]}}