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Work / Rawabi International Schools

All work

Knowledge retrieval

Rawabi International Schools

Client:British-curriculum school group (4 campuses) · RiyadhYear:2024Industry:Education / K-12Duration:8 weeks
  • knowledge
  • education
  • saudi

Overview

Arabic-first internal KB for 280 teaching and administrative staff, grounded in school policies, IGCSE marking schemes, and ADEC inspection frameworks. New-teacher induction time falls from 4 weeks to 9 days; policy-query tickets drop 73%.

The challenge

Rawabi's HR and administration team was fielding over 90 policy and procedure queries per week from teachers, ranging from leave-application rules to IGCSE coursework-mark entry deadlines. Much of this institutional knowledge lived only in the heads of three long-serving admin staff, creating a single-point-of-failure risk. New teachers from the UK and Ireland typically took four weeks to feel operationally confident, impacting their first-term classroom performance.


The solution

Our approach

Lirevon ingested 340 policy documents, all four IGCSE subject-marking scheme PDFs, and the ADEC inspection framework into an LDAP-authenticated knowledge base with role-scoped access (teacher, HOD, admin). The Arabic-English hybrid retrieval stack surfaces the exact policy clause with a hyperlink to the source document. An onboarding pathway prompts new staff through a structured 9-day knowledge checklist, tracking completion in the principal's dashboard.


Outcomes

What we delivered

New-teacher induction period fell from 4 weeks to 9 days, improving first-term classroom readiness

Policy and procedure tickets to the admin team dropped by 73%, freeing 14 admin hours per week

IGCSE marking-scheme queries resolved in under 20 seconds versus the previous 2-day email turnaround

Zero knowledge-loss incidents following the departure of two long-serving admin staff


Key metrics

4 wk → 9 daysTeacher induction time
−73%Policy ticket reduction
2 days → 20 sMarking-scheme query time
14 hAdmin hours freed/wk

Tech stack

  • Next.js 15
  • Gemini
  • RAG
  • Zod
  • LDAP Auth

Services

  • Knowledge Base Development
  • Policy Document Ingestion
  • LDAP Authentication
  • Role-Scoped Access Control
  • Onboarding Pathway Builder

Client testimonial

“New teachers from overseas used to spend their first month just finding their feet. Now they walk in knowing where every policy is and can focus on the students from day one.”

— سو إليوت، المديرة التنفيذية


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