Private Tutoring Institute
Private education — a private tutoring institute/center
Instead of manually cross-referencing subject, teacher availability and student availability in a spreadsheet — the call handler types one sentence in free language, and the system returns the match.
The Challenge
The institute assigned students to teachers manually in Google Sheets and Excel files: for every request, someone had to eyeball the subject, the days and hours each teacher and student were available, and account for the constraint that teachers need to know their schedule a week in advance. As the business grew this became a bottleneck — students got stuck on a "waiting to be assigned" list with no orderly tracking, and every assignment consumed long minutes of repetitive work. The owner even tried to build an AI agent himself in an off-the-shelf automation tool, sat on it for hours, "and it always messed up and got it wrong and brought me a student as a teacher." The result: to keep up with the pace you'd have to add headcount — exactly what the institute wanted to avoid. In his words: "Scheduling is a headache."
The Solution
The client received a smart scheduling engine built on n8n and AI that speaks the team's language, not the other way around. Instead of filling in rigid fields, the call handler or manager writes a free sentence — "the kid wants math, free Thursday 2–4" — and the system breaks it down into a structured scheduling request, reads the teacher and timetable data from Google Sheets, and cross-references subject, availability and business rules defined together to return the right matches. The core of the success is something the client requested explicitly: control. The system works in a recommend-and-approve mode — it thinks, recommends and even updates the table, but the final decision and the communication with the teacher stay in the manager's hands, so the teachers' weekly flexibility is not compromised. The "waiting to be assigned" list updates automatically with a clear status for each student (missing information / ready to search / assigned), so no case falls through the cracks. Later, after the foundation proved itself, the system was extended into a dedicated platform (Supabase + Railway) with a real-time digital scheduling board for teachers, an AI agent that proposes scheduling solutions including shift moves for stuck students, and a voice assistant that performs actions in the dashboard on a spoken or written request.
Our Approach
Technologies Used
The service behind this project
Automatic Appointment SchedulingThe Results
Ready to achieve similar results?
Let's meet and explore how your business can achieve meaningful transformation
Schedule a Meeting
Let's meet and explore how your business can achieve meaningful transformation