EmpowerEd Nexus
EduBox Agent Studio
EmpowerEd Nexus

Architecture

A simple, end-to-end view from teacher input to classroom deployment and evidence reporting.

LessonCraft workflow

Offline-ready lesson pack generation for teachers.

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EmpowerEd Nexus
Teacher Input
Topic, subject, grade, language, objective
flows to EduBox Agent Studio (Frontend)
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EmpowerEd Nexus
EduBox Agent Studio (Frontend)
React + TanStack Start
flows to Gemini Agent Workflow
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EmpowerEd Nexus
Gemini Agent Workflow
6 cooperating agents
flows to Lesson Pack Generator
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EmpowerEd Nexus
Lesson Pack Generator
Structured JSON pack
flows to Saved Lesson Pack Database
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EmpowerEd Nexus
Saved Lesson Pack Database
Local + future cloud sync
flows to PDF / Markdown / JSON Export
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EmpowerEd Nexus
PDF / Markdown / JSON Export
Portable artefacts
flows to EduBox Offline Deployment
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EmpowerEd Nexus
EduBox Offline Deployment
Micro-cloud at school
flows to Teacher Dashboard & Learning Evidence
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EmpowerEd Nexus
Teacher Dashboard & Learning Evidence
Reports and pilot tracking

ExamShield workflow

Simulated secure exam integrity for paper-based exams (prototype, mock data only).

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EmpowerEd Nexus
Exam Officer Input
Mock exam, centre code, rooms, candidates
flows to ExamShield Agents
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EmpowerEd Nexus
ExamShield Agents
Encryption, readiness, print, leak, audit
flows to Encrypted Exam Package
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EmpowerEd Nexus
Encrypted Exam Package
Simulated AES-256-GCM, multi-lock
flows to Centre Readiness
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EmpowerEd Nexus
Centre Readiness
Pre-unlock checklist with statuses
flows to Secure Print
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EmpowerEd Nexus
Secure Print
Time-locked, approval-gated printing
flows to Audit Evidence
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EmpowerEd Nexus
Audit Evidence
QR/watermark trace + results audit

Future Ecosystem Integration

NexusAccess AI is planned as the inclusive access layer that can help convert agent-generated learning content into formats suitable for different devices, abilities, languages, and connectivity realities.

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EmpowerEd Nexus
Teacher Input
Topic, subject, grade, curriculum context
flows to EduBox Agent Studio
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EmpowerEd Nexus
EduBox Agent Studio
LessonCraft and ExamShield agent workflows
flows to Offline Lesson Pack
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EmpowerEd Nexus
Offline Lesson Pack
Structured pack for classroom deployment
flows to EduBox Deployment
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EmpowerEd Nexus
EduBox Deployment
Micro-cloud sync at school

Planned connection (roadmap)

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EmpowerEd Nexus
Future Access Layer
Planned ecosystem connection (roadmap)
flows to NexusAccess AI
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EmpowerEd Nexus
NexusAccess AI
Inclusive access layer for multi-format delivery
flows to Multi-format Output
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EmpowerEd Nexus
Multi-format Output
SMS, USSD, voice scripts, visual learning cards, captions, EduBox packages
Frontend

React 19, TanStack Start, Tailwind v4 with EmpowerEd Nexus brand tokens.

Agent layer

Prototype agent workflow with a structured lesson-pack simulation; Gemini-ready architecture (Curriculum, Lesson, Quiz, Support, Packaging, Evidence).

Delivery

Markdown/JSON/PDF artefacts deployed to EduBox micro-cloud for offline classrooms.