Application is the document. Deep is the qualification.
An Application is an independent CV derived from a Master CV and may exist without a vacancy. Deep requires one exact Application version and one exact vacancy. It creates a new Application version with the Deep badge after the required context, evidence, and decisions are complete.
Relevance without fabrication
QuantCV can reorder, localize, and rewrite supported content only within confirmed evidence. It does not invent qualifications to fill a requirement. Unsupported or ambiguous requirements become visible gaps and targeted questions.
Nothing disappears by default
An explicit mismatch produces evidence and available actions. You decide whether to keep, rewrite, neutralize, move, or hide a block. Deep is technology and a badge, not a tariff.
The artifact remains usable
Running Deep uses the intelligence capabilities enabled by the active product configuration. The qualified Application remains available for full manual editing, storage, sharing, collaboration, and export.