System Online|Autonomous Mode
Guardii / Institution Deployment

Autonomous safeguardingfor every student communication.

Detection-to-pastoral-action, autonomously. Guardii processes student communications, classifies threats — bullying, grooming, exclusion, sextortion, self-harm — and routes only what your safeguarding lead needs to act on. Humans are engaged only when their judgment is decisive.

01Detection02Classification03Escalation04Pastoral Packaging
Startmatebacked
Official Meta Business Partner
// Threat Environment

The volume has outpaced the safeguarding workforce.

Cyberbullying, exclusion campaigns, targeted harassment, and predatory grooming now happen across Instagram, TikTok, Snapchat, Discord, and WhatsApp — platforms schools have no visibility into. The work that used to require a safeguarding workforce is now done by software. Humans are called only when the call matters.

Schools with diverse, multicultural student populations face additional complexity — bullying that crosses cultural and language barriers, nuanced social dynamics across dozens of nationalities, and behaviour patterns simple keyword filters cannot detect. Guardii operates across every language a student speaks.

SIG-01
1 in 3

Students experience cyberbullying

SIG-02
64%

Of bullied students never report

SIG-03
3,600%

Rise in online grooming since 2020

SIG-04
70%

Of incidents start on social media

// Institution Channel — Autonomous Pipeline

The system does the safeguarding.The pastoral lead is engaged only when judgment is decisive.

Detection, classification, and pastoral packaging run autonomously. Your safeguarding lead is engaged only at the decision point — where their judgment matters most.

STAGE 01AUTO

Ingestion

Student communications

82.4K / wk
Messages & comments

DMs, group chats, and public comments ingested across student social media. No human review.

STAGE 02AUTO

Detection

Behavioural ontology

< 200ms
Latency to flag

Bullying, exclusion campaigns, grooming, and self-harm signals scored in context. No human review.

STAGE 03AUTO

Classification

Severity tier

99.1%
Triage precision

Each signal tiered by severity, urgency, and pastoral fit. Routed automatically. No human review.

STAGE 04AUTO

Pastoral Packaging

Context, not transcripts

Privacy-first
Surface only what matters

Safeguarding context compiled — what the lead needs to act, not every message. No human review.

STAGE 05HUMAN

Lead Notification

Human in the loop

Decisive
Pastoral judgment

Routed to your designated safeguarding lead. Human judgment is engaged only at the decision point.

99.98%
Operational uptime
< 4s
Median time to escalation
Tamper-evident
Evidence integrity
Built-in
Prosecution-ready output

Safeguarding-as-a-service. Autonomous by default. Pastoral-lead-in-the-loop by design.

Guardii School Protection

School Safeguarding Dashboard

District-wide visibility across every student — duty of care, automated.

Students Protected
1,247
Bullying Cases Detected
47
Messages & Comments Scanned
82.4K
Grooming Alerts
3
Platforms Active
6
Schools Connected
3

Student Protection Status

Last 7 days
STU-0412Year 8
6/6Protected
STU-0287Year 10
3/3Escalated
STU-0519Year 7
11/12Review
STU-0633Year 9
1/1Escalated
STU-0841Year 11
8/8Protected

Live Alert Feed

LIVE
critical5m ago

Grooming pattern detected — Year 8 student, adult contact escalating across DMs

high22m ago

Cyberbullying escalation — coordinated exclusion campaign across 3 accounts targeting Year 7 student

high1h ago

Sextortion attempt blocked — evidence preserved and escalated to safeguarding lead

medium2h ago

Repeated targeted harassment flagged — racial abuse in group chat messages

low4h ago

Wellbeing check — student sentiment shift detected, counsellor notified

Anti-Bullying Detection

Detects cyberbullying, exclusion campaigns, targeted harassment, and coordinated abuse — across comments, messages, and group chats in real time.

Automated Safeguarding Escalation

Alerts route directly to your designated safeguarding lead, school counsellor, or district safeguarding team — no manual monitoring required.

Duty-of-Care Compliance

Automated weekly and term reports for school leadership, governing boards, and district administrators on safeguarding trends and actions taken.

// Detection Surface

Behavioural intelligence — not a keyword filter.

The system detects and classifies harmful behaviour autonomously. A proprietary behavioural ontology understands intent and context — not keywords. Subtle exclusion campaigns, coded language, and trust-building sequences are surfaced without human review at every step.

DET-01

Cyberbullying — harassment, name-calling, threats, and targeted abuse across comments, messages, and group chats

DET-02

Exclusion campaigns — coordinated social isolation, rumour spreading, and pile-on behaviour

DET-03

Predatory grooming — trust-building, isolation tactics, and platform migration attempts by adults

DET-04

Sextortion and coercion — image-based threats, blackmail, and exploitation attempts

DET-05

Self-harm signals — concerning language patterns indicating a student may be at risk

DET-06

Identity-based bullying — racial, religious, coded language, and cultural nuance across 40+ languages

// Pastoral Channel

Routed direct to the safeguarding lead.

The system performs detection, classification, escalation, and pastoral packaging autonomously. Verified concerns route directly to the designated safeguarding lead — with the right level of detail. Parental involvement is configurable; the school controls the trigger.

CAP-01

Safeguarding Lead Escalation

Critical concerns route to your designated safeguarding lead with full context. Configurable to your policy.

CAP-02

Privacy-First Monitoring

Surface what the lead needs to act — not every message a student sends. Pastoral, not surveillance.

CAP-03

Multicultural & Multilingual

Detects bullying and grooming patterns across 40+ languages, dialects, and cultural contexts.

CAP-04

Parent Involvement Controls

Schools control when and how parents are notified. Community-based protection without unnecessary alarm.

CAP-05

Duty-of-Care Reporting

Automated compliance reports for governors, district leadership, and inspectors — evidence-grade.

CAP-06

Preventive, Not Reactive

Foresight into behavioural trends — at-risk students surfaced before incidents require police involvement.

// Coverage Surface

Where students communicate, Guardii is deployed.

DMs, group chats, and public comments across the platforms students actually use. Native integrations and roadmap expansion across the full social-media surface.

Instagram
TikTok
Snapchat
Discord
WhatsApp
Facebook
X (Twitter)
Telegram
// Institution Channel — Language Coverage

Every language a student speaks.No locale out of scope.

Critical for international and multicultural schools. Detection models are fine-tuned across 40+ languages, regional dialects, and code-switching — with cultural context for bullying patterns that don't translate.

Coverage
40+
Languages supported
Coverage
120+
Regional dialects
Coverage
LTR + RTL
Script directionality
Coverage
Code-switch
Multi-language detection
Active language modelsLive
AaEnglish
عArabic
Mandarin
EsSpanish
Hindi
FrFrench
PtPortuguese
ЯRussian
Japanese
Korean
DeGerman
TrTurkish
বাBengali
اُUrdu
ViVietnamese
Thai
אHebrew
TlTagalog
SwSwahili
IdIndonesian
فPersian
PlPolish
ΕλGreek
NlDutch

Detection // Classification // Escalation — in any language the population speaks.

// School Briefing

Every school has a duty of care. The system helps you meet it.

We work with schools, districts, and education authorities to deploy autonomous safeguarding infrastructure. Pilot programmes available for schools ready to lead on student safety.

// Secure Channel

Engage the deployment team

Ready to evaluate a pilot for your school or district? Reach out directly.