Education AI Copilot & Student Advising Engine

1. Overview & Business Value#

This comprehensive operational guide details the architecture, business workflows, configuration parameters, and execution steps for Education AI Copilot & Student Advising Engine within SmartERP.

Leverage embedded AI to assist professors with syllabus design, predict student dropout risk, and provide automated academic advising.

{screenshot:education-ai-copilot-and-advising-overview-dashboard}

2. Prerequisites & Security Access Groups#

• Required Modules: smarterp_higher_education, smarterp_student_records
• Security Groups:
  • Admissions Officer (Technical ID: smarterp_higher_ed.group_admissions_user)
  • Registrar / Academic Dean (Technical ID: smarterp_higher_ed.group_registrar_manager)
  • Faculty Member / Instructor (Technical ID: smarterp_higher_ed.group_faculty_user)
• Master Data Dependencies: Faculties, departments, ECTS modular curricula, academic semesters (Ethiopian/Gregorian calendar), tuition fee schedules, and student master files.

3. Step-by-Step Configuration & Execution#

Step 1: Navigating to the Module Interface#

1. Log into your SmartERP instance at https://smarterp.et/odoo.
2. Open the main App Switcher (grid icon in the top-left corner).
3. Select the Higher Education app icon.
4. From the top navigation bar, open Higher Education → Academic Registry → Students / Admissions / Courses / Grading.

{screenshot:education-ai-copilot-and-advising-app-switcher-navigation}

Step 2: Creating and Parameterizing Records#

1. Click the New button in the top-left control panel.
2. Complete the mandatory fields in the record form:
   • Student ID Number (Mandatory): Unique institutional student registration identifier
   • Full Name & National ID (Mandatory): Legal name matching Ministry of Education (MoE) enrollment records
   • Academic Program & Faculty (Mandatory): Approved undergraduate or postgraduate modular program
   • Semester Term (Mandatory): Active academic term adhering to ETA curriculum guidelines
3. Configure optional operational parameters and localized tags as required:
   • Course Prerequisite Override (Optional): Authorized waiver for advanced module enrollment
   • Tuition Sponsorship (Optional): Cost-sharing agreement or private employer corporate sponsorship
   • Dormitory & Campus Facility (Optional): Assigned residential block and meal plan access
4. Click the Save icon in the control bar to commit the record.

{screenshot:education-ai-copilot-and-advising-record-creation-form}

Step 3: Validating and Processing Transactions#

• State Transitions: Execute operational state progression (Applied → Admitted → Registered / Enrolled → Active Study → Grades Finalized → Graduated).
• Ledger & System Impact: Semester registration automatically generates student tuition invoices in Accounts Receivable; fee settlement via Telebirr/CBE Birr marks student financially cleared.
• Audit Verification: Automated recording of author ID, timestamp, and immutable revision history.

{screenshot:education-ai-copilot-and-advising-transaction-processing-state}

Artificial Intelligence in University Operations#

The SmartERP Education AI Copilot provides intelligent decision support for faculty members, academic advisors, and institutional leaders, utilizing privacy-preserving, local enterprise LLM inference models.

Predictive Student Dropout & Academic Risk Modeling#

The AI engine analyzes longitudinal student performance patterns to identify at-risk students before final failure occurs:

• Continuous assessment score trajectories (e.g., dropping 20% between assignment and midterm).
• Attendance drop-off patterns (e.g., missed 3 consecutive lectures).
• Portal activity velocity and assignment submission timestamps.

When risk indicators cross warning thresholds:

1. The AI Copilot flags the student on the Department Academic Advisor Dashboard with a High Risk badge.
2. It generates actionable recommendations: "Student Dawit Bekele is struggling in Data Structures. Recommended intervention: Peer tutoring in pointers and recursion, and counseling on study load."
3. The advisor schedules a targeted mentoring session directly from the alert interface.

AI-Assisted Syllabus & Course Material Generation#

Instructors can accelerate curriculum preparation:

1. On the course creation canvas, click AI Syllabus Assistant.
2. Input course parameters (e.g., "16-week undergraduate course in Machine Learning and Deep Learning for Computer Science, 4 ECTS").
3. The AI Copilot:
   • Suggests weekly lecture topics aligned with IEEE/ACM computing curriculum guidelines.
   • Proposes laboratory practical assignments and real-world datasets.
   • Formulates recommended reading lists and standardized assessment rubrics.
4. The instructor reviews, edits, and finalizes the syllabus with full academic freedom.

4. Advanced Configuration Points#

• Automated Actions & Scheduled Tasks (Crons):
  • Education: Compute semester GPA and cumulative CGPA (smarterp_higher_ed.ir_cron_cgpa_calc): Runs at the end of each examination period to compute student academic standing
  • Finance: Generate semester tuition fee invoices (smarterp_higher_ed.ir_cron_tuition_invoices): Runs prior to semester registration deadline
• Custom Print Templates & Reports:
  • Official Student Academic Transcript (MoE & ETA Standards)
  • Semester Course Registration & Clearance Slip
  • Student ID Card with Cryptographic QR Verification
  • Examination Results & Faculty Grade Distribution Ledger
• Multi-Company Rules: Record-level security isolation under Company 1 (Ashewa Technology Solutions S.C.), preventing cross-company ledger leakage across parent and subsidiary legal entities.

5. Comprehensive Troubleshooting Matrix#