Find where student data could leak.
EdSecure.ai uses local AI agents to assess AI tools, EdTech vendors, cloud sharing, accounts, devices, networks and integrations — without sending school data to external AI.
Student Data Exposure View
Action required
12 confirmed risks • 18 review items • 6 quick wins
Runs locally
Analysis can run on an approved laptop, local appliance or school-controlled environment.
No student data to external AI
Designed so school evidence is not sent to ChatGPT, Claude, Gemini or other external AI APIs.
Evidence-based findings
Findings are linked to evidence, confidence, student-data impact and recommended action.
Student data now moves through a messy school ecosystem.
AI tools, EdTech apps, cloud drives, staff accounts, devices, networks, browser extensions and integrations all create exposure points. Most schools do not have one clear view.
Unapproved AI tools
Staff and students may use public AI tools with student work, reports or identifying details.
Vendor uncertainty
Privacy policies, AI-training terms and subprocessors are hard to interpret.
Over-shared files
Student reports or learning support notes may be shared beyond intended groups.
Weak account controls
Missing MFA, dormant accounts and excessive admin access can create leak paths.
Hidden integrations
SSO, OAuth, LMS and vendor integrations may have broader access than expected.
Board visibility gap
Leadership often receives technical noise instead of decision-ready risk priorities.
One student-data exposure view.
EdSecure combines AI/data exposure analysis with cyber gap and leak-path analysis.
AI & Student Data Exposure Test
Find where student data may be exposed through AI tools, EdTech vendors, teacher workflows, cloud apps and integrations.
- AI and EdTech tool review
- Vendor terms and training-use checks
- Student data-flow map
- Privacy readiness notes
Cyber Gap & Leak Path Assessment
Find the account, cloud, network, device and configuration gaps that could lead to student data exposure.
- MFA, admin and dormant-account review
- Google/Microsoft sharing exposure
- Email, backup and ransomware readiness
- Priority leak-path report
Local, scoped and evidence-led.
Scope
Agree systems, evidence sources and boundaries.
Collect
Use public signals, approved exports, policies and vendor documents.
Analyse
Local AI agents and rules analyse evidence on controlled hardware.
Prioritise
Rank by severity, confidence, student-data impact and effort.
Report
Deliver board, principal and IT-ready outputs.
Start with limited access. Increase confidence as evidence increases.
| Mode | Access required | What it provides | Confidence |
|---|---|---|---|
| External Snapshot | Public information and authorised observation | Website, DNS, email, public exposure and policy/vendor signals | Low–medium |
| Evidence Upload | School-approved exports and documents | AI, vendor, cloud sharing, identity, account and policy findings | Medium–high |
| Read-only Connector | Approved read-only access | Automated high-confidence reassessment and trend reporting | High |
| Scoped Validation | Written approval for specific tests | Evidence that selected leak paths are real or closed | Very high |
Plain-English risks a school can act on.
Privileged accounts without MFA
Accounts with elevated access may expose systems containing student information.
Student files shared externally
Assessment or learning-support folders may allow access outside the school domain.
AI tool terms unclear
Vendor terms do not clearly rule out training or model improvement using uploaded content.
We bring the AI to your data.
EdSecure is built for schools that cannot send student data to external AI. Analysis can run locally using local models, rules and parsers, with no external AI APIs required.
- No telemetry by default
- Evidence can be redacted before analysis
- Findings cite source evidence
- Assessment data can be deleted or returned
$ edsecure local-assess --school-approved
✓ Loaded policy pack
✓ Parsed vendor documents
✓ Analysed cloud sharing exports
! 5 high-priority exposure paths found
✓ Board report generated locally
Know where student data could leak before you have to explain it.
Book a discovery call to see whether EdSecure is a fit for your school.