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Education verified Verified Outcome TRL 9

Teacher-less Peer-to-Peer Learning

domain Client: Coding School Network handshake Provider: Proprietary Intranet schedule Deploy: 2013-Present
91 Impact
Enterprise Ready
Evidence Score: 5/10
Strength: High

Executive Summary

ANALYST: COI RESEARCH

A tuition-free computer science school with no teachers and no classes, running entirely on a gamified peer-review intranet ('The Intra') where students grade each other.

rate_review Analyst Verdict

"A disruptive operating model. It proves that for hard skills (coding), a well-designed gamified platform + peer pressure is more effective than lectures. It scales infinitely because it doesn't need faculty."

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Full Audit Report Available Includes Risk Register, Technical Specs & Compliance Data.

warning The Challenge

Traditional CS education was too theoretical, outdated, and restricted by faculty availability. The industry needed practical problem-solvers. The 'sage on the stage' model (lectures) was inefficient for learning how to code, which requires practice and debugging.

psychology The Solution

Created a campus (and software) where learning is 100% project-based. Students receive projects via the Intranet (e.g., 'recreate the printf function'). To validate, they must be graded by 3 other students (peers) and the system's automated test (Moulinette). They earn XP to level up. The system matches peers for corrections, enforcing collaboration.

settings_suggest Technical & Deployment Specs

Integrations
GitHub
Deployment Model
On-prem/Cloud Hybrid
Data Classification
Student Performance
Estimated TCO / ROI
Low (No faculty salaries)
POC Summary ( to )

"N/A"

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Student Burnout Medium Gamification and community events.
Cheating Medium Strict automated cheat detection.

trending_up Impact Trajectory

Audited value realization curve

100% job placement rate Verified Outcome
Primary KPIScalable to 10,000+ students with minimal staff
Audit CycleSelection of top talent via 'Piscine' (Pool) month

policy Compliance & Gov

  • Standards: French Education Code (adapted)
  • Maturity (TRL): 9
  • Evidence Score: 5/10
  • Data Class: Student Performance

folder_shared Verified Assets

description
Verified Case Study
PDF • Version 1
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Technical Audit
PDF • Audited
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Security Architecture

The "Blind Verification" Protocol

How we verified these outcomes for Coding School Network without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-592
Evidence: Direct SQL Logs
Public
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2. Verified Asset

Outcome: Verified
Ref ID: #COI-592

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