Shared inbox · 8 categories · English and Ukrainian
Every email sorted in one pass.
Category, priority, sentiment, the facts worth keeping, the team it belongs to, and a reply your agent can send. Paste anything below and watch it go down the line.
Live
The line, right now
Synthetic messages arrive around the clock and go through the same pipeline as yours. Nothing here is pre-recorded.
Next
Check the numbers, then look inside
Accuracy against a baseline
The same 96 held-out messages through the model, through keyword rules, and through "always guess the most common category". Test set is in the repository.
demo/demoThe operator's side
Queue of messages the pipeline was not sure about, editable categories and routes, the exact prompt the model receives, and what every day costs.
$0.0019How it is built
Why the prompt is deliberately over 4096 tokens, why regex beats the model at pulling order numbers, and what a wrong route actually costs.