Nord Anglia EducationApplication Library Working prototype · V1
+ New Application

Monitoring · Drift Sentinel

8 approved vendors watched · last scan 2026-07-11. Re-checks each approved vendor’s policy and flags any that degraded since approval.
Agent · runs on a schedule in production
⚠ Lumina LearnSIMULATED SCENARIO · fictional vendorApproved→Do Not Approvescore 91.1% → 86.7% · detected 2026-07-11
Gate flipped Q16 · AI & Model-Training
positive → negative
“Updated terms: we may use student work and uploaded content to train and improve our machine learning and AI features.”
This alert uses a fictional vendor so no real company is misrepresented — but the pattern is real: in August 2023, Zoom’s terms briefly granted AI-training rights over customer content; public backlash forced a reversal within days. Drift Sentinel exists to catch exactly that, before it reaches students.
Re-vet recommended. The catalog is not changed automatically — a reviewer confirms and re-runs the vet. View current report ↗
Drift Sentinel re-scores approved vendors with the same deterministic engine and writes alerts only — it never patches a verdict. Re-vets are human-triggered. In production it runs on a schedule (nightly for higher-risk vendors) and re-fetches each vendor’s live policy.