Two-layer inbox classifier (rules first, LLM judge second)
Automatically labels every incoming email as belonging to one of several businesses or a personal area, so every downstream tool sees the same answer.
how it works
Deterministic recipient-domain rules from a single taxonomy JSON decide first; an LLM classifier only handles the remainder, low confidence goes to a Triage/Unsure label, and every verdict is written to an evidence ledger.
Automation: Something that runs on a schedule by itself.
The code for this one lives in a private repo. This page explains the idea so you can build your own.