SchoolSight MVP — Product Markup

Full Experience Documentation

🎯 MVP Goal

A school-hosted, single-touchpoint digital safety and incident intelligence platform that:

Ingests incidents
Displays risks
Centralises insights
Never touches real student data
Works as a demo without backend

🧱 MVP Core Modules

Dashboard (MVP)

Purpose: One-glance situational awareness.

Components:

Stat Tiles

Incidents this week
% High Risk
Avg risk score
Top slang term

Table of Incidents

Date
Subject / student alias
Risk level
Source type (image / chat / upload)
Status (open / escalated / closed)
View button

Interactions

Sort by risk/date
Filter (Low / Medium / High)

Data source: /data/incidents.json

New Incident (MVP)

Purpose: Simulate ingestion without backend.

Page Elements:

File upload OR paste text
Dropdown: Source type (screenshot, chat, email, social)
Submit button → redirects to stub analysis

Output Page:

IncidentResult.php

Synthetic risk score
"What SchoolSight would detect"
Recommended next steps

Incident Detail (MVP)

Page: ViewIncident.php

Panels:

Risk Breakdown:

Deepfake
Slang toxicity
Metadata anomaly
Emoji indicators
Fused score

Timeline (stubbed)

Chain-of-custody hashes

Checklist:

Contact parent?
Document?
Escalate?

Data source: /data/incidents.json keyed by ID

Slang & Emoji Glossary (MVP)

Page: Glossary.php

Content:

Slang table
Emoji risk patterns
Filter by category

Data: /data/slang_lexicon.json, /data/emoji_rules.json

Trends & KPIs (MVP)

Page: Analytics.php

Charts (Chart.js):

Incidents over time (7–30 days)
Breakdown by risk
Top slang terms

Data: /data/stats.json

Safeguarding Workflow (MVP)

Page: Workflow.php

Content:

Visual 5-step flow: Detect → Verify → Document → Decide → Follow-up
Escalation triggers
Printable checklist

Static — no backend.

Reports (MVP)

Page: Reports.php

Function:

List sample reports
Download static PDFs
Status column

Data comes from: /data/reports/
No generation yet.

Settings (MVP)

Page: Settings.php

UI Only:

Minimum risk threshold
Email alerts toggle
Module enable/disable
"Settings saved" banner

No persistence required.

Platform Vision (NEW — MVP)

Page: PlatformVision.php

Explains:

Unified data layer
On-site LLM hub
Integrations
Audit + governance
Single touchpoint future state

Static copy + diagrams.

Expansion Strategy (NEW — MVP)

Page: ExpansionStrategy.php

Content:

Rollout plan
Independent & Catholic focus
Staged deployment
Governance constraints
Demo-only disclaimer

Financial Strategy (NEW — MVP)

Page: FinancialStrategy.php

✅ Already completed.

AiVance (NEW — MVP)

Page: AiVance.php

✅ Already completed.

🔌 MVP Data Structure

/data/incidents.json

[
  {
    "id": "INC-001",
    "date": "2025-02-03",
    "subject": "Student A",
    "risk": "High",
    "source": "chat",
    "status": "Open",
    "analysis": {
      "deepfake": 0.12,
      "slang": 0.81,
      "emoji": 0.10,
      "metadata": 0.22,
      "fused": 0.72
    }
  }
]

/data/stats.json

{
  "weekly_incidents": [3, 5, 9, 12, 8, 4, 6],
  "risk_breakdown": {"low": 12, "medium": 7, "high": 4},
  "top_slang": [
    {"term": "ratio", "count": 14},
    {"term": "delulu", "count": 9}
  ]
}

🚀 Phase 2 (Future Features — NOT MVP)

✅

Real Integrations

Email ingestion (IMAP / 365 / Gmail)
SIS sync
LMS / wellbeing system API

✅

On-Site LLM Compute

Containerised private model
No external inference
Audit logging

✅

Unified Data Layer

Scheduling + reporting
Behaviour + attendance fusion
Early warning indicators

✅

Staff & Student Support

AI-assisted wellbeing triage
Teacher workflow coaching

✅

Parent Communication Templates

Safe language generator
Escalation assistant

Demo Notice

This MVP overview documents the current SchoolSight demonstration platform.

All features shown are for illustrative purposes only. No real school or student data is collected, stored, or analysed.