Enum Value Normalizer

Enum Value Normalizer normalizes a raw free-text value into one of a fixed list of allowed enum values. Use it when a workflow, API, form, database, or downstream system only accepts specific enum values, but the user or model provides a value in a different format, such as different casing, spacing, underscores, or hyphens. The app takes a raw value and an allowed values list, then returns a structured result with the normalized value, whether it is supported, a confidence score, status, and error information when needed. This app is read-only. It does not create new enum values, make business decisions, explain business meaning, call external systems, store user data, or modify external content.