System Development
Drawing on our years in education, we develop learning-support AI apps, a learning management system (LMS), an automated grading system and a score-report system.
We use these systems at our own school every day, so we catch the screens where instructors waste time on input or students get lost before they reach clients. Each system can be introduced on its own.
Learning-support AI apps
Already in commercial use at cram schools.
Step-by-step explanations
Fills in the steps that model answers skip. For each step, it shows what to do and why, and adjusts the depth of the explanation to the student’s level. Instructors use it as a teaching aid, and students use it for self-study.
Socratic AI tutor
An AI tutor that leads students to the solution through dialogue instead of giving them the answer. It handles questions during problem practice. We have also built a real-time version: take a photo of a problem, and it generates an explanation and a tutoring dialogue on the spot.
Learning management system (LMS)
Assignments, attendance and progress dashboard
We build LMSs for schools, companies and cram schools, with video-lesson delivery and progress tracking. Features include assignment delivery, attendance tracking and a progress dashboard, plus monitoring that tells instructors which students to check in with. We customize the system to how each organization works, and it can be introduced on its own.
Automated grading (AI grading)
Answer sheets are scanned and read by OCR and AI. Answers read with high confidence are marked automatically, and people review only the rest.
Automatic marking from AI reading
The system scans answer sheets, reads them with OCR and AI, and confirms high-confidence answers automatically. Graders only check the answers that need judgment, which cuts the total grading workload substantially.
Review interface and version control
A dedicated review screen confirms each answer with a single keystroke and shows why the system read it the way it did. Model answers and point allocations are version-controlled. We have analyzed existing paper-based workflows and can propose how to move from your current process.
Score reports
Reports that show room to improve
Besides the score, each report shows how many more points the student could have earned. We designed it so that anyone, not only specialists, can read it and know what to work on the next day.
In development
We are building web-based reports where each item opens a question-by-question explanation, adding step-by-step explanations and the AI tutor to reports, and preparing a version for parents and students.