Education
EU
Lumora Learning
Online K-12 tutoring platform with 1.2M students across the EU, processing minors' data and special category data (educational records).
Systems
- Customer-facing web app
- Internal tutor matching tooling
- Postgres + analytics warehouse
- Live classroom video (third-party)
Regulatory exposure
- GDPR (special category data — children)
- ePrivacy
- National education-data regimes
Relevant frameworks
- GDPR
- ISO 27001
- SOC 2
Top risks
- Minor data profiling
- Video vendor breach exposure
- Profiling bias under AI recommendations
- Cross-border data transfer
Control priorities
- Lawful basis per processing
- Data minimisation in AI recommendations
- Vendor DPIAs
- Parental consent flows
Audit concerns
- Records of processing activities (Art. 30)
- DPIAs for AI features
- Sub-processor list completeness
Your task
Plan the privacy program uplift before launching the new AI-recommendation feature. Produce the DPIA outline, the data-minimisation argument, and the parental-consent UX changes required.
Vendor risk
Live classroom and AI-evaluation vendors are the long pole; both process minors' data.
BCP/DR
Vendor-managed failover for live video; database backup cadence quarterly.