# ferro-ai
AI structured classification and confirmation primitives for the Ferro framework.
Provides a provider-abstracted classifier for LLM structured JSON output with configurable schema, model selection, confidence thresholds, and retry behavior. Also includes a confirmation state machine for gating destructive actions behind explicit user approval.
Status: part of the [ferro](https://github.com/albertogferrario/ferro) framework workspace.
Documentation: https://docs.rs/ferro-ai
License: MIT