A tutor who is never too busy
for one more round of practice
The honest limit on language practice is not materials, it is minutes with a fluent speaker who can correct you in the moment. We build a tutor agent that holds that conversation every day, in text or voice, and gives a teacher a clear view of who needs help and with what.
The role today
A student in a group class gets maybe two minutes of actual speaking time per lesson, and homework practice usually means repeating exercises with no one to correct pronunciation or catch a usage mistake in the moment. Private tutoring fixes this but costs real money per hour and does not scale to a school with three hundred students across ten levels.
Teachers know exactly which students need more speaking practice and which need vocabulary review, but finding the hours to give each student that attention individually is not realistic within a normal course load, so the gap between students who practice outside class and students who do not keeps widening.
What the agent takes over
The agent holds a daily practice conversation in text or voice, at whatever level the student is actually at, and corrects mistakes with the grammar or usage reason behind the correction rather than just supplying the fix, which is what actually helps a mistake stick or not repeat. Vocabulary review is spaced based on what the student has gotten wrong recently, not a fixed list everyone gets regardless of where they struggle.
Sessions align with what is being taught in class that week, so practice reinforces the curriculum instead of drifting into unrelated topics, and a teacher gets a dashboard showing who practiced, how often, and which specific grammar points or vocabulary areas keep tripping each student up, turning a vague sense of “the class seems behind on past tense” into a specific, actionable list.
What stays with humans
Actual teaching, grading that counts toward a grade, and any pedagogical decision about pacing or curriculum stay with teachers. The agent is practice and diagnostic, not the course itself, and its corrections are a supplement to classroom instruction, not a replacement for it.
Guards
Every correction references the grammar point it is based on, so a teacher can check it rather than trust a black box, and sessions where the model is uncertain about a correction get flagged for teacher review instead of stated with false confidence. For students under 18, practice content and data handling follow the school’s existing child-safety and privacy policies.
Price and timeline
| Option | Price | What it covers | Timeline |
|---|---|---|---|
| Agency runs it | from $2,200 + support plan | One language pair, text or voice practice, teacher dashboard, 30 days of tuning | 3 to 5 weeks |
| Full control, handover-ready | from $3,740 | Source code, your infrastructure and model keys, documentation for your own team to extend it | 4 to 6 weeks |
Related
Pair this with kids coding tutor for a sibling product aimed at a younger audience, or education enrollment for the intake side of a language school. For the course-progress angle see e-learning progress nudges. Full packages are on the AI agents service and automation-everything overview; the seven-channel AI sales agent case study shows the same memory-and-playbook pattern running across channels.
Want students practicing every day instead of once a week? Get in touch and we will look at your current curriculum and levels on the first call.
FAQ
How much does a language tutor agent cost?
From $2,200 for one language pair and one level range, live in 3 to 5 weeks. Voice-based practice and multiple class levels usually start around $4,000.
How long until it is live?
3 to 5 weeks: aligning the tutor's correction style and vocabulary with your actual curriculum takes the first stretch, then testing with a pilot group of students.
Which channels and tools does it work with?
Telegram or WhatsApp for text and voice-note practice, or a web widget for schools with their own portal; progress data can export to whatever gradebook or LMS a school already uses.
What if it corrects a student incorrectly?
Corrections are grounded in standard grammar references for the language pair and flagged for teacher review when the model is uncertain rather than guessing with false confidence, and a teacher can override any correction directly.
What happens to student data and is it secure?
Practice transcripts stay in the school's or platform's own storage; for students under 18 we follow the data-handling rules that apply to minors in your country, and access is limited to teachers and guardians, not shared externally.