LearnerLive Product
Learn one-to-one
Personalized explanations, practice, questions, language, and pace.
AI‑Shifu for School
An AI-centered teaching management solution for educational institutions.
Overview
What AI‑Shifu delivers
Personalized learning, faster course creation, and connected school operations—on one AI teaching platform.
What AI‑Shifu Is
One platform for learners, teachers, and schools
An AI foundation powers conversational agents and web workspaces—delivering role-specific value across the school.
TeacherLive Product
Create and improve
Build courses, review learning records, and refine each iteration.
SchoolConcept Preview
Govern and operate
Coordinate teaching operations, access, data, and quality boundaries.
Work through conversation
Ask, create, review, and complete guided tasks in natural language.
↔Same course
Same data
Same permissions
Same data
Same permissions
Open structured detail
Use editors, dashboards, tables, evidence, and detailed configuration.
Current learner and course experiences · School workflows expand in phases
What AI‑Shifu Is
One course. A unique learning journey for every learner.
Teachers maintain one course design. AI‑Shifu adapts the teaching experience to each learner in real time.
AI‑Shifu Teaching EnginePersonalizes in real time
Explanation · Pace · Practice · Language · Interaction
One course designUnlimited personalized learning experiences
How Learners Learn
Every learner gets a one-to-one AI teacher
The course follows a human-designed teaching plan while adapting the explanation to each learner.
- Individual contextUse the learner's background, progress, and previous answers.
- Adaptive paceExplain more when needed and move forward when understanding is clear.
- Teacher-guidedKeep learning within the teacher's objectives and course design.
How Learners Learn
The lesson adapts as the learner responds
Learning is active: answers, choices, inputs, and practice change what happens next.
How Learners Learn
Students can ask at any point
The AI understands the current lesson, answers in context, and returns the learner to the course.
How Learners Learn
Listen mode turns every lesson into an AI-taught experience
Learners can hear the lesson, complete interactive checkpoints, and ask contextual questions without leaving the course.
How Learners Learn
One course can teach every learner in their preferred language
Built on an LLM foundation, AI‑Shifu adapts the teaching language automatically while preserving the same course design and objectives.
One course
One teaching design
Maintain one set of knowledge, objectives, interactions, and teaching logic.
LLM foundationAI‑Shifu
Understands the learner’s language and adapts the teaching experience automatically.
Automatic adaptation
Teach in the learner’s language
The course structure stays consistent while explanations and interactions switch naturally.
العربيةEnglish中文More
One course to maintain. Multiple languages to teach.
How Teachers Teach and Improve
Creating a course with AI is simple
Teachers can start with a conversation or write the Course Prompt directly in the AI‑Shifu editor.
Mobile
Create by conversation
Describe the objectives, attach materials, review the prepared outline, and confirm the draft.
Video
Web editor
Create with a Course Prompt
Write and refine the Teaching Prompt directly for more structured control over each lesson.
How Teachers Teach and Improve
Teachers turn learning data into teaching decisions
Every learning interaction becomes teaching evidence: progress, answers, practice, questions, and learning history.
See where learners need attention
Median progress74%Need attention11Course questions43
- Review course, class, and learner signals
- Trace question themes back to lesson concepts
- Open the records behind each attention signal
Ask a governed teaching question
Where are learners struggling, and what evidence supports it?
AI‑Shifu brings together the relevant progress, questions, and practice records without changing any data.
How Teachers Teach and Improve
AI closes the loop between learning data and course improvement
Each teaching cycle produces evidence. AI‑Shifu proposes targeted improvements, and the teacher approves every change before the next cycle begins.
Continuous course improvementEvidence-driven · Teacher-controlled
Deliver the course to learners.
Capture progress, questions, and practice.
Identify issues and propose targeted changes.
Review, confirm, and begin the next cycle.
How Teachers Teach and Improve
One request can complete routine teaching work
The agent prepares the work, shows the impact, and asks for confirmation before anything changes.
Describe the routine teaching work in one message.
The agent gathers evidence and prepares the coordinated actions.
Review the impact and approve before any record changes.
How Schools Manage
Teaching management follows the full learning process
Manage the work around teaching without separating it from the learning experience.
One structured view of daily operations
The Web workspace coordinates schedules, attendance, assessments, learner flags, and the next review handoffs.
- Operational queue and weekly status
- Attendance and assessment checkpoints
- Clear data and system boundaries
How Schools Manage
Administrators view school-wide learning data in a management console
The management interface brings together teaching data, organization, access, and operational records.
One school-wide view
- School, college, department, course, class, and learner views
- Learning progress, attendance, assessment, questions, and quality signals
- Search, filters, tables, reports, permissions, quotas, and audit
How AI‑Shifu Fits the Existing Environment
The agent in your pocket is the everyday interface
Teachers and school leaders complete routine work by conversation on mobile; the web opens when a task needs wider evidence or configuration.
Create, manage, ask, review evidence, and confirm from the phone.
Open wide dashboards, editors, tables, and policy configuration.
Connect through the school's existing digital entry point.
Extend approved conversational workflows into third-party tools.
Use the same account, skills, policies, and audit boundaries.
How AI‑Shifu Fits the Existing Environment
Connect AI‑Shifu to the systems your school already uses
School data can connect with AI‑Shifu, while teachers and staff access its workflows through familiar communication channels.
Data connection
School systems and data
Approved data flows connect AI‑Shifu with the school’s existing digital environment.
AIAI‑Shifu
One connected teaching and operations layer
Channel connection
Existing communication tools
AI‑Shifu workflows can reach school teams through the collaboration tools they already use.
IMSlackCollaboration
Integration scope, permissions, and available channels are defined with each school.
How AI‑Shifu Fits the Existing Environment
Three deployment models, built around school requirements
Run AI‑Shifu on premises, in the cloud, or across both environments.
01School controlled
On-premises
AI‑Shifu runs inside the school’s own infrastructure and data boundary.
02Managed service
Cloud SaaS
Use AI‑Shifu as a managed cloud service for a streamlined rollout.
03Policy-based split
Hybrid
Keep selected systems local while approved AI services run in the cloud.
Why AI‑Shifu
AI‑Shifu teaching vs. traditional online learning
Higher participation for learners—and dramatically faster course creation for teachers.
2×
Course completion rate
Traditional5–15%
AI‑Shifu10–30%
3×+
Interaction rate
Traditional Q&A<10%
AI‑Shifu Q&A>30%
20×+
Course creation efficiency
Traditional3–10 days
AI‑Shifu1–3 hours
Operational comparison
Why AI‑Shifu
Platform operations at a glance
A growing teaching network across learners, educators, courses, and follow-up questions.
Platform operations data · August 2026
Why AI‑Shifu
Selected customer cases
Two examples of how schools use AI‑Shifu to extend course support and learner practice.
Harbin Institute of Technology
Project-based computing course
Move procedural guidance online so classroom time can focus on practice, questions, and deeper application.
Beijing Electronic Science and Technology Institute
Embedded systems and security
Respond to changing content and give learners differentiated exercises within a teacher-controlled design.
Why AI‑Shifu
Education expertise, product discipline, and AI teaching technology
Built by a team that understands how courses are designed, delivered, and improved.
Experience across digital learning products, operations, and adoption.
The learner and teacher experiences support structured teaching workflows.
The school solution can be shaped around school systems, policies, and priorities.
Personalized teaching.Better courses.Clearer school operations.
AI‑Shifu for School
Thank You
Personalized teaching. Better decisions. One connected school experience.
Explore AI‑Shifu