Ed tech vendor under FERPA/COPPA
Student data privacy and portability push the open source pick up.
Open the live lab · preloaded to this scenario
Vendor Selection and Concentration Risk Monitor
Context
A school district selects an AI vendor under FERPA and COPPA. Student data privacy is non negotiable, budgets are tight, and the district is wary of locking children's data into a proprietary platform it can't exit.
The decision
Weight privacy, low lock in, and price and the open source backed option rises to the top, portability and exit cost matter more than the last capability point.
What most miss
Districts get sold the flashiest capability, but the binding constraints are data portability and exit cost, a proprietary lock in on children's data is the real risk.
Stakes
Locking student data into an un exitable platform is a privacy and political liability, not just a renewal problem.
Studied · AI Investment Strategy and Portfolio Governance · verified 2026-07-03
Sources: Ed-tech procurement under FERPA/COPPA (student-data privacy); Portability / exit-cost weighting