HiTeach × AI Sokrates | Help Professors Quickly Understand Student Teacher Performance

AI-Assisted Teacher Training Support System
One Workflow for Practice, Assessment, Feedback, and Certification

Through classroom data, AI analytics, and indicator-based reports, teaching demonstration videos, lesson observation records, AI reports, outcome summaries, and competency confirmation are brought into one workflow, helping teacher education centers build a traceable, measurable, and report-ready practicum cycle.

Easy: Start with one-click recording
Efficient: Reports are generated after recording
Less Work: Reduce file chasing and manual organization
Low Barrier: Use existing learning spaces
Operational Diagram:HiTeach AI/GPT  Smart Teaching & AI Sokrates-Assisted Professional Growth

When Teaching Demonstrations Scale Up, Professors and Centers Need a More Efficient Way to Organize Evidence

For example, 30 student teachers each completing a 10-minute teaching demonstration already means at least 300 minutes of viewing in one round. Across multiple rounds, reviewing, comparing, giving feedback, scoring, and summarizing outcomes can quickly grow into thousands of minutes.

30

30 Student Teachers

With one 10-minute teaching demonstration per person, professors need at least 300 minutes of viewing time, not including comparison and feedback.

5

Multiple Rounds Add Up

By the third round, this reaches about 900 minutes; by the fifth, about 1,500 minutes, with even more videos and records accumulating over time.

AI

Key Points Organized First

AI first generates summaries, transcripts, lesson observation clips, and evaluation reports, so professors can spend more time on professional judgment.

Outcomes Become Visible

Lesson examples, reports, indicators, and feedback are centrally stored, reducing file chasing, searching, and end-of-term reporting work.

Low-Barrier Start

Even Without Using HiTeach During Class, the “S” Button Starts One-Click Recording

One computer is enough to complete lesson recording, supporting DV cameras, external cameras, and screen recording. After upload, videos enter the AI Sokrates platform directly, allowing the center to track submission status, lesson channels, and outcome showcases.

Click the S icon in HiTeach to configure recording settings and start the class.
S Button One-Click Recording FlowOne diagram explains recording, AI analytics, timeline feedback, and center management.S Recording Flow
  • Works in general classrooms, smart classrooms, microteaching, lecture capture, and distance/hybrid settings.
  • Start from one course, one teaching demonstration, or one existing video, with a low adoption burden.
  • After recording, AI analytics, lesson observation clips, indicator-based reports, and timelines are generated automatically.
  • Professors and student teachers can annotate and comment on the video timeline synchronously or asynchronously.
1

S ButtonOne-Click Recording

Record teaching demonstrations and lessons using existing cameras and video equipment.

2

Automatic Upload and Archiving

Videos are collected in lesson channels, allowing the center to track submissions and management status.

3

AI Report Generation

Automatically generate summaries, transcripts, GAI analysis, lesson observation clips, and indicator reports.

4

Timeline Feedback

Click any point to review the exact segment, making professor feedback more specific and student teacher review more effective.

5

Lesson Example Assets

Every teaching demonstration becomes a teaching asset that can be reviewed, shared, and evaluated.

HiTeach × AI Sokrates Builds a Practice-Ready, Assessable, Feedback-Driven, and Traceable Teacher Training Mechanism

By integrating the Ministry-certified HiTeach platform with the AI Sokrates module, the system handles data collection, AI analytics, condition checks, and progress tracking, while professors retain professional judgment, coaching feedback, and competency confirmation.

01

AI-Assisted Teaching Demonstration and Assessment

Record teaching demonstrations with one click, store videos, transcripts, and observation markers in the cloud, and output lesson observation records, T/P/E indices, and S-T analysis charts.

Teaching Demonstration VideoAI AssessmentLesson Observation Markers
02

AI-Assisted AIPACK Practice

Use PowerPoint, digital materials, and HiTeach interactive teaching to analyze nine core teaching strategies, including differentiation, collaboration, peer assessment, and AI GPT applications.

PowerPoint MaterialsInteractive TeachingTeaching Strategies
03

AI-Assisted Professional Coaching

Professors can set the number of required recorded lessons and achievement thresholds, support synchronous or asynchronous classwide lesson discussions, and enable AI learning companions for self-directed pedagogy learning.

Achievement ThresholdsTask AssignmentCompetency Confirmation
Teacher Yi Hsuan Lai's AI Sokrates Classroom Quality Evaluation Report
AI Data Reveals Teaching ImpactUse T/P/E indices, classroom segments, and global norm comparisons to turn teaching performance into discussable evidence.AI Teaching Analytics
From Teaching Demonstration to Competency Confirmation

Student Teachers See Their Progress, and Professors Complete Evidence-Based Competency Confirmation

The system supports student teachers as they compare, revise, and practice again, making progress evidence-based and growth visible. Professors then provide professional feedback and confirm competency based on system evidence.

1

Smart Classroom Teaching Demonstration

Fully record classroom interaction, student performance, and the teaching process.

2

AI Analysis and Reports

Provide highlights, issues, targeted suggestions, and technology application indices.

3

Benchmark Against Indicators

View TPACK application indices and the T green-light status so growth has clear standards.

4

Revise Teaching

Adjust teaching design and strategies based on suggestions, then verify through another teaching demonstration.

5

Competency Confirmation

Professors retain professional judgment and complete feedback, confirmation, and certification.

Turn One Lesson into a Complete Teaching Asset

After a Lesson Is Recorded, AI Automatically Analyzes and Archives Seven Outcome Resources

A single lesson becomes a complete teaching asset that can be reviewed, analyzed, prepared from, shared, and evaluated. Teacher education centers can go beyond collecting videos and build a showcase-ready, scalable lesson example repository.

1

Complete Lesson Video

Includes feedback markers, classroom timeline, and application indices for reviewing key segments.

2

AI Lesson Summary Report

Includes interaction indices, interaction sequences, and lesson highlights to quickly understand the teaching profile.

3

Digital Notes

All classroom annotations are archived, making it easy to review key markers from professors and observers.

4

TPC Lesson Plan

Lesson plans can be uploaded and integrated with lesson videos, materials, and reports.

5

Teaching Materials

Presentation materials and resources can be uploaded to form a complete lesson package.

6

AI Sokrates Timeline

Integrates lesson observation markers, transcripts, teacher-student interaction data, and AI analysis clips.

7

Complete AI Evaluation Report

The complete PDF evaluation report includes time, participant count, markers, and indicator analysis.

+

Center Outcome Showcase

Lesson examples can be categorized and archived as materials for open lessons, seminars, certification, and outcome reports.

AI Tools and Indicator Reports

See Lesson Highlights in One Minute and Use AI to Understand TPCK and GAI Applications

Ready to use after recording. Professors can comment by lesson timestamp and understand classroom performance and teaching strategies through AI lesson summaries, TPCK indices, technology interaction sequences, technology interaction indices, and complete PDF reports.

Video Timeline

See Key Data in Full

AI Sokrates videos, timelines, lesson observation markers, classroom transcripts, and teacher-student interaction data are presented in one place.

TPCK Insights

Analyze Teaching Strategies Directly

The system generates TPC indices and technology interaction sequences to help evaluate the integration of technology, pedagogy, and content.

GAI Applications

See Whether AI Is Integrated into Teaching

Identify applications such as GAI-assisted teaching and learning, general GAI use, and GAI mind maps, making emerging competencies observable.

Professor Feedback

Keep Time for Professional Judgment

AI first organizes data and offers suggestions; professors then provide high-quality feedback and competency confirmation based on evidence.

Complete Backend for the Teacher Training Platform

Teacher Education Centers and Professors Can Clearly Track All Lesson Status

The backend manages members, data, lesson examples, school-based indicators, and room licenses. Digital classroom statistics also show how many lessons student teachers have completed, as well as technology application statistics and index distributions.

Original WorkWith System SupportCenter Value Added
Collect teaching demonstration videos and assignmentsVideos are automatically centralized on the platform, allowing administrators to view submission status, AI reports, and indicators.Reduce file chasing, searching, and administrative workload.
Professors review videos and take notesAI first generates summaries and evaluation reports so professors can quickly grasp key points.Spend more time on judgment and high-quality feedback.
Student teachers receive feedbackFeedback is linked to the video timeline so clicking a marker opens the exact segment.Feedback becomes more specific, and review and revision become more efficient.
The center summarizes outcomes and lesson examplesChannels archive all lesson examples as teaching assets and outcome showcases.Program outcomes become easier to demonstrate and use for certification and reporting.
School-Based Indicators and Certification Loop

Teacher Education Centers Can Customize Evaluation Indicators to Build a Traceable Practicum and Certification Process

Professors can score lesson examples based on the school’s teaching model and define school-based lesson observation focus types, enabling experts or teachers to enter observation markers in a synchronous lesson observation app or asynchronous videos.

1

Set Goals

Define learning priorities, school-based indicators, and achievement thresholds.

2

HiTeach Teaching Demonstration and Recording

Use HiTeach for teaching demonstrations and record the lesson simultaneously.

3

AI Analysis and T Green Light

Analyze classroom performance and technology application indices to show achievement status.

4

Practice Again

Practice again after revising based on analysis and feedback, continuously building teaching competencies.

5

Achievement Notification

The system sends achievement notifications; professors confirm professionally and complete competency certification.

The System Handles Organization, Analysis, Checking, and Reminders

Each step is traceable, making the learning journey visible, coaching improvement evidence-based, and competency certification well-supported.

From Student Teachers to Teacher Education Centers

Build a Complete Practicum Platform Where Outcomes Are Traceable, Measurable, and Report-Ready

Every teaching demonstration can track growth. After aggregating multiple student teachers, the center can view overall teaching performance, completion and participation, technology and pedagogy indicator distributions, overall achievement rates, and progress.

ST

Student Teachers

Videos, reports, indicators, AI suggestions, and professor feedback are retained as personal reflection and improvement records.

Prof

Professors

Give feedback on lesson examples, complete competency confirmation based on system evidence, and reduce repeated organizing work.

Ctr

Teacher Education Center

Accumulate practicum outcomes and certification records to support management, program implementation, curriculum improvement, and outcome reporting.

Real System Screens at a Glance

The integrated HiTeach + AI Sokrates system is the result of years of educational technology innovation and R&D.

Sokrates Video: Expert Page
Complete Teaching Video Record

AI Sokrates Video

Shows lesson video, lesson information, and comment entry points; suitable for a video player or lesson homepage screenshot.

AI Sokrates Timeline
Complete Classroom Transcript Record

AI Sokrates Timeline

Shows observation markers, transcripts, teacher-student interaction, and teaching behavior data, so feedback can return to specific moments.

AI Lesson Analysis

AI Lesson Analysis Summary Report

Shows lesson highlights, interaction indices, teaching strategies, and summary suggestions to help professors quickly understand the lesson example.

Complete AI Report

Complete AI Evaluation Report(PDF)

Shows a downloadable and archivable complete evaluation report, suitable for teacher training outcome summaries and certification evidence.

數位觀議課平台統計數據
Every Classroom Record Can Be Counted

Digital Classroom Statistics

Shows lesson counts, recording counts, technology application statistics, and participation status to help the center track overall implementation progress.

Flexible Backend Management

Custom School-Based Evaluation Indicators

Shows school-based lesson observation focus areas, evaluation items, and achievement condition settings, helping centers build their own competency confirmation standards.

Professional Learning Spaces and Implementation Cases

More Than a System: It Can Become a Professional Lesson Observation Room and a Visit-Ready Showcase

The full solution can extend into a professional lesson observation room, integrating PTZ cameras, group touch displays, AI smart terminals, HiTeach+, and AI Sokrates, making the learning space visible, enabling collaborative lesson study, and showcasing the center’s professionalism.

Professional teaching development classroom case
Case 01 | Professional Learning Space

Central Taiwan University of Science and Technology | Teacher Professional Development Seminar Room

A physical professional learning space supports open lessons, teaching demonstrations, group discussions, and lesson review, allowing the teacher education center to bring classroom observation, AI analytics, and professor feedback into one professional space.

Best for: Physical learning space, collaborative lesson study, and visit showcases
Professional teaching development classroom case
Case 02 | Teacher Training Hub

National University of Tainan Teacher Education Center | Smart Innovation Classroom

With group seating, interactive displays, recording equipment, and AI Sokrates, the space supports student teachers from teaching demonstration to feedback, revision, and practice again, creating a traceable practicum cycle.

Best for: Teacher training practice, interactive teaching, and competency development
Professional teaching development classroom case
Case 03 | Lesson Observation Room

Affiliated Experimental Elementary School of University of Taipei | Lesson Observation Room

The lesson observation room preserves lesson videos, timeline markers, AI analytics, and discussion records, making teaching scenes reviewable, comparable, and shareable while supporting later curriculum improvement.

Best for: Lesson observation, lesson example accumulation, and teaching improvement
Adoption Recommendations

Start by Seeing Value, Then Expand into a Complete Practicum Loop

We recommend starting with low-barrier recording and AI analytics so professors and centers can first see the value of efficiency, productivity, and outcome organization, then gradually introduce HiTeach practice, school-based indicators, achievement notifications, and competency certification.

Step 1

General Start

Use S-button one-click recording to build a lesson example repository and quickly accumulate videos, transcripts, summaries, and AI analysis reports.

Step 3

Center Outcomes

Introduce backend management, school-based indicators, and achievement thresholds to form a traceable, measurable, and report-ready certification process.

FAQ

Common Questions Before Adoption

Do we need to build a smart classroom before adopting the system?

No. The system can start with one computer, one teaching demonstration video, or one recording session. It supports existing cameras, external webcams, and screen recording. When later combined with HiTeach or a professional lesson observation room, richer interaction data and teaching evidence can be collected.

Can AI analysis be used if HiTeach was not used during class?

Yes. Through S-button one-click recording or by uploading an existing teaching video, the system can create lesson examples and generate transcripts, AI summaries, timeline markers, and analysis reports. After using HiTeach, interaction data, technology application indices, and competency confirmation workflows can be further included.

What is the professor’s role in the system?

The system organizes videos, generates summaries, highlights key points, consolidates indicators, and tracks progress. Professors retain the core role of professional judgment, teaching diagnosis, feedback design, and competency confirmation. In short, professors spend less time looking for data and more time on real guidance and judgment.

Can AI analysis reports be used directly for grading?

AI reports are best used as supporting evidence to help professors quickly understand lesson context, teaching strategies, technology use, and student participation. Final evaluation should still be confirmed by professors based on course goals, school-based indicators, and professional judgment.

Can the teacher education center set its own observation or evaluation indicators?

Yes. The system supports school-based evaluation indicators and lesson observation focus types. Centers can build observation and competency confirmation standards that fit their teacher education goals, curriculum design, and certification needs.

After adoption, what evidence of growth can student teachers see?

Each teaching demonstration can retain video, AI analysis, timeline markers, professor feedback, indicator changes, and reflection records. Student teachers can compare before-and-after performance and see their progress in teaching design, interaction strategies, and technology integration.

How can the teacher education center use the system to organize outcomes?

The system centrally manages lesson examples, reports, indicators, submission status, and achievement progress, helping centers summarize practicum outcomes, teaching cases, certification records, and project reports while reducing manual file chasing and organization.

Are there real implementation cases for reference?

Yes. The system has been applied in teacher education, lesson observation, and education bureau collaboration scenarios, supporting AI innovation academies for teacher education, digital learning office channels, lesson observation at the Affiliated Experimental Elementary School of University of Taipei, collaborations with New Taipei City and Taipei City education bureaus, and international academic publications.

How can professors use self-learning resources to make guidance easier and more effective?

The system provides complete self-learning resources and short videos covering smart classroom and lesson observation applications. When guiding student teachers, professors can first ask students to watch assigned short videos so they quickly grasp key operations, observation methods, and improvement directions, making later discussions more focused and guidance more time-efficient.

Turn Every Teaching Demonstration into Traceable, Feedback-Ready, and Certifiable Growth Evidence

HiTeach × AI Sokrates helps teacher education centers connect recording, AI analytics, indicator reports, backend tracking, school-based evaluation, and professor-led competency confirmation into one support system, giving student teachers clearer learning direction, professors more efficient guidance, and centers more concrete outcomes.

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