Clafk reads every new email in milliseconds — sender, subject, tone, and how you've replied to similar before — then drops the right label on it. You open Gmail to an inbox that's already triaged.
Clafk doesn't read keywords. It reads the message — who's writing, how they write, and what you've done about it before.
Who's writing, and how often. Returning contacts get the benefit of the doubt; cold senders don't.
The pattern that runs through your threads. Re-prefixes, project names, words that mean "respond."
The vocabulary that signals urgency, FYI, marketing, or noise — without you having to label it once.
How you replied to similar messages last month, last quarter — your real behaviour, not your guesses.
The thread, the calendar, the relationship. Categorization considers the surroundings, not just the message.
Most messages categorize themselves the moment they land. The handful that don't, Clafk leaves for you — quietly, designed to stay accurate.
Your sent mail teaches your categorizer. Nobody else's inbox feeds it; nobody else's inbox benefits from it. Correct it once and it remembers — quietly.
Clafk categorizes inside your account. We don't add your email content to any shared training set.
Re-tag a message and only your inbox learns. Nothing flows back to a global model that other accounts share.
One click and Clafk is gone — labels untouched, model erased, no copies kept on our side. Your inbox, your call.
Connect Gmail, watch Clafk read and tag the recent backlog in under a minute, and decide whether you'd ever want to go back. (You won't.)