Saraswati Stitch needle-and-thread markSaraswati Stitch®contact@saraswatistitch.com

Solutions · education and tutoring

AI enquiry handling and study support for education and tutoring

Education businesses lose real time to logistics: answering the same enquiries, scheduling across many tutors and learners, and fielding study questions between sessions. AI takes the logistics and offers always-on support grounded in your own material, so teachers spend their time teaching rather than coordinating.

Enquiries ask the same things

Parents and students ask about levels, pricing, and schedules repeatedly, and every answer by hand is time not spent teaching.

Scheduling across tutors is fiddly

Booking and rescheduling sessions across many tutors and learners is a constant admin load, and missed sessions are lost revenue and lost progress.

Students stall between sessions

A learner stuck on a problem at 9pm waits until the next session, losing momentum, when a nudge grounded in the lesson would keep them moving.

How it works

  1. Handle enquiries and enrolment. An assistant answers the common questions, matches the learner to the right level or programme, and books the first session.
  2. Manage scheduling. Booking, rescheduling, and reminders run automatically across tutors and learners, cutting missed sessions.
  3. Support study, grounded in your material. Between sessions, an assistant tied to your curriculum answers questions and quizzes learners from your content, always pointing back to the lesson.
  4. Keep the teacher central. Feedback, assessment, and the relationship stay with the teacher. The AI supports the material; it does not replace the instructor.

Tools we reach for

  • web chat
  • the scheduling / LMS platform via API
  • a RAG layer over your course material
  • reminder automation

What changes

Enquiries and scheduling run themselves, learners get grounded help the moment they are stuck, and teachers reclaim the hours that logistics used to take, spending them on actual teaching.

Why now: the market is moving

Independent platform data shows demand for this kind of work climbing sharply. These are third-party figures, not our own results:

AI chatbot development
Client earnings (YoY) · Upwork In-Demand Skills 2026
+71%
AI automation
Platform search · Fiverr BTI (Fall 2025)
+136%
Does the AI replace the teacher?

No. It handles logistics and between-session support grounded in your material. The teaching, feedback, and relationship stay firmly human.

Can it answer only from our curriculum?

Yes. We ground it in your course content so it supports your material rather than going off-script, and it points students back to the lesson.

How does it help learners without doing the work for them?

It is set up to guide and quiz rather than hand over answers, so it supports learning instead of short-cutting it.

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