Put the model inside the workflow

Assistive intelligence earns its keep when it drafts, classifies, or retrieves at the moment of work.

We require evaluation sets, human confirmation on irreversible actions, and a rules-based fallback.

If you cannot explain the failure, you cannot ship the feature.