An LLM-powered voice and chat tutor for spoken Arabic, live with paying subscribers.
As of late September 2026.
Hebrew speakers who want to speak Levantine Arabic have few ways to practice conversation, and most apps teach formal Arabic in a script beginners can't read yet.
Confirmation emails worked in every test, but a user reported dead links. Mail apps pre-fetch links to scan them, which used up the single-use token before the person tapped it. I moved verification behind an explicit button click, and added a test mode that routes all outgoing email to one inbox.
A learner flagged a wrong transliteration. Instead of patching that one word, I measured it across the message log: the same pattern affected 56% of tutor replies. I fixed the root cause, verified it against the real data, then shipped.
Launched with a small ad campaign and LinkedIn posts. Real learners use it every day, and paying subscribers have been signing up since launch week. I handle support and ship fixes from real user reports.
