What Envoy actually does
- One line per company, not one template with a name swapped in
- Resumable — a run that stops picks up where it left off
- Metered against your own AI key, with the cost shown before it starts
- Skips thin records rather than inventing filler for them
What happens when a company has almost no data?
It skips it. A personalisation line invented from nothing reads worse than no personalisation at all, and the recipient can tell.
What does it cost to run?
It runs on your own AI key, so you pay the provider directly with no markup. The estimated cost is shown before the run starts, as a worst case.
Every Rider shows its working
Quotarider’s AI agents reason over your own records and never invent a fact about a company. Anything inferred says it is inferred, anything from outside carries a link you can open, and where the data to answer is not there they say so instead of returning a reassuring zero. That is the difference between an AI CRM you can audit and a chat box that guesses.