02 / How It Works

How Tahlil EDU Works

The complete journey from handwritten exam paper to verified eMaktab gradebook

SPECIFICATION INGESTION9-A Sinf · Fizika BSB-2 · 4 Variant · Kalitlar kiritildi

1. Assessment Setup & Criteria

Teacher uploads the BSB or CHSB specification and answer keys to the Telegram bot. Question weights and rubrics are registered.

TELEGRAM BATCH ALBUMmedia_group_id · 10 ta rasm · SHA-256 xesh tekshiruvi

2. Photo Capture & Submission

Handwritten student sheets are captured with any smartphone camera and sent to the bot as a photo album.

HYBRID EVALUATIONQ1..Q4: Deterministik kalit · Q5: Rubrika AI mezonlari

3. Optical Recognition & Hybrid Grading

The system reads student handwriting. Tests are scored deterministically while essays are evaluated against criteria.

TEACHER-IN-THE-LOOP1 ta tugmada ball o‘zgartirish va insho mavzusini almashtirish

4. Teacher Review & Confirmation

The educator reviews provisional cards inside Telegram, adjusting points or changing topics with one tap if necessary.

OUTPUT GENERATIONeMaktab .xlsx · Sinf bo‘shliqlar xaritasi · Xatolar varaqasi

5. eMaktab Export & Remediation

Confirmed grades export to an eMaktab Excel sheet. Class topic gap heatmaps and student remediation worksheets are generated.

Pedagogical Integrity Guarantee

Tahlil EDU never awards autonomous grades without educator oversight. The system serves as an assistant; official authority remains strictly with the teacher.

Experience the workflow live in action

Launch the interactive Telegram simulator right now.

Go to Interactive Demo