IntentParse turns raw messages into structured intent

Why it surfaced

IntentParse makes a precise architectural claim: the calling backend chooses only a domain schema, while the service identifies intent and marks uncertainty. Its example sends a notebook-shopping request through `/v1/parse`, returns `needs_clarification` because budget is unresolved, and leaves authorization and side effects to the customer application.

An intent-extraction API that accepts a user’s original message and returns structured goals, constraints, preferences, unresolved fields, and provenance.