Technology at XY Group | AI × Education

AI-native school operations,
built by educators.

We build and deploy operations software and AI agents for language schools, vocational colleges and other educational institutions. We run schools ourselves, so we design for the way schools actually work — from student recruitment to daily administration.

Since 2024Takadanobaba, Tokyo
From the fieldBuilt by school operators
CRM / AIRecruitment to careers
The Compass admin dashboard
Compass — admin dashboard, live at our group schools
2024
Founded
An EdTech company born inside an education group
~440
Applicants managed in Compass
At one school in production
1–2
Staff handling applications
Down from 6–8
The problem

Does your school run on
a few key people?

At many educational institutions, recruitment, applications, student support and HR still run on paper, spreadsheets and the experience of individual staff. That work is hard to hand over, and it is where mistakes and overtime pile up.

Recruitment that depends on individualsInformation from first inquiry to enrollment is scattered, so follow-ups get missed or duplicated.
Repetitive paperworkRosters, document checks and reminder emails take up time staff could spend with students.
Data that never reaches managementWithout a clear view of recruitment and student activity, decisions fall back on gut feeling.
Services

Six areas where we put
school operations on solid ground.

Everything we build is meant to be used every day by school staff. We cover development and deployment, adoption, and the operational consulting around it.

School CRM

One record for every prospective student, current student and graduate, with inquiries and follow-ups visible to the whole team.

ContactsFollow-upSingle source

Student management

Enrollment, grades, attendance and communication history in one place, so operations continue when staff change.

EnrollmentAttendanceShared records

Recruitment & admissions

A system for the full path from recruitment to application and enrollment, so nothing slips and more applicants convert.

RecruitmentApplicationsConversion

HR & staff administration

Shifts, time records and contracts for teachers and staff, organized for the way schools employ people.

Time recordsShiftsContracts

AI agents

AI handles first-line inquiries, document checks and reminders, taking routine work off your staff.

AutomationFirst responseEfficiency

Operations consulting

We map your current workflows, decide what to systematize and what to keep, and stay with you through adoption and results.

Process designAdoptionManagement
AI Capability

AI engineering that goes
beyond education.

The engineering behind Compass also powers our AI work for other settings — from workflow automation to fully on-premise AI.

Workflow automation

We automate routine administration and workflows — inquiries, document processing, reminders — to cut manual work and errors.

WorkflowsRoutine tasksLess manual work

RAG (retrieval-augmented generation)

AI answers from your manuals and past documents and shows its sources, so knowledge held by a few people becomes available to everyone.

Internal knowledgeDocument searchCited answers

LLM tuning

We adapt language models to your use case and vocabulary, from prompt design to tuning, for accuracy and ease of use.

Prompt designOptimizationAccuracy

On-premise AI

AI built and run inside your own environment, so confidential data never leaves it. Designed for organizations that put security first.

On-premiseData protectionSecurity
Stack Next.jsTypeScriptPrismaPostgreSQLTailwind CSSAI (Claude)In-house CI/CD
Why XY

The people who build it
also run schools.

XY grew out of running educational institutions. We don't sell IT from the outside — we build systems that hold up in daily school operations.

The Compass applicant portal01

Built by school operators, for daily use

Our CEO has run Japanese language schools and vocational colleges. We know which steps really cause trouble for staff, and we design tools that get used rather than shelved.

  • Designed around real school workflows
  • Support through adoption, not just delivery
The Compass admin dashboard02

One connected system, from recruitment to operations

When recruitment, applications, student records and HR live in separate tools, information breaks apart. We connect them so the whole school runs as one flow.

  • Data shared across every area
  • Phased rollout that fits your size and policies
Compass analytics and forecasting03

AI applied to real work

Adopting AI is not the goal. We focus on the tasks that actually weigh on schools, such as inquiries and document checks, and build AI in where it pays off.

  • AI designed around specific tasks
  • Clear division of work between people and AI
Iken Setsu, Representative Director & CEO04

Direct access to the people who decide and build

You work directly with our CEO, who also leads product and engineering using an AI-assisted development process. There is no chain of account managers between your request and the people who act on it, so decisions are quick and changes ship fast.

  • Talk directly to the decision-maker
  • No relay of messages — fast answers and fast delivery
Products

One platform for running
a school corporation.

We build and operate our own products for educational institutions. Starting from admissions, we are connecting every part of school operations on a single platform.

Operating platform for school corporations

chinichi-OS

One platform for the whole school corporation. Starting from applications, it links student management, HR, enrollment and accounting into shared infrastructure where people and AI work together.

Applications (Compass) live Students HR Enrollment Accounting
In development, rolling out in phases
More about chinichi-OS
Student application & management system

Compass

The admissions module of chinichi-OS. It manages applications from international and domestic students across multiple schools and programs in one system, with AI assisting on document checks and communication.

Hirai Gakuen Haba Gakuen SGG Gaigo Gakuin
See how Compass is used
Why

Why technology, in education?

Education is work done by people. That is exactly why we use technology — to give people room for the work only people can do.

Recruitment, applications, enrollment records: much of a school's time disappears into paper, spreadsheets and repetitive administration. Having run schools ourselves, we know how much that costs. So we don't stop at advice from the outside. We build the systems ourselves and stay until they work. Giving teachers and staff back the time to face their students — that is why we founded XY.

In production

Compass is already
running schools.

Compass runs in daily operations at schools operated within our education group — Haba Gakuen, Hirai Gakuen and SGG Gaigo Gakuin. At one of these schools, application processing for about 440 applicants is now handled by 1–2 staff members instead of 6–8.

The Compass application portal
The Compass application portal in production (school names hidden)

Not sure where to start?
Let's talk.

We start by understanding how your institution works today, then propose a realistic plan. Whether you run a school or are exploring a partnership or investment, we'd like to hear from you.

Contact us