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ferpa

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Governed AI agents for education — 8 reference workflows on Amazon Bedrock with deny-by-default authorization, student-PII masking, human-in-the-loop enforcement, and tamper-evident audit trail aligned to FERPA, COPPA, IDEA/504, and ADA Title II. Built for K-12, community colleges, and universities.

  • Updated Jul 4, 2026
  • Python

Compliance enforcement middleware for voice AI pipelines: warm transfer state management, PII scrubbing, confidence-gated escalation, and HIPAA/FERPA/EU AI Act enforcement for Pipecat, LiveKit, and Twilio deployments.

  • Updated Jul 6, 2026
  • Python

EdTech-specific profile of the AI Procurement Decision Card v0.3 vault contract. Names FERPA's 7 PII categories (34 CFR §99.3) + COPPA's 10 PI categories (16 CFR §312.2, 2025 refresh) as concrete data_vault_targets exemplars + per-category retention rules. Four-doctrine consent_basis_taxonomy. EdTech-readiness scaffolding, not certification.

  • Updated May 29, 2026

Hash-chained event schema + reference verifier for AI tool reads of student records. Bridges CEDS + Ed-Fi semantics to the Kinetic Gain audit-stream. Enforces tokenization, FERPA §99.32 logging consistency, COPPA school-as-agent invariants, Decision Card refs. EdTech-readiness scaffolding, not certification.

  • Updated Jun 22, 2026
  • JavaScript

Profile of evidence-bundle-spec scoped to FERPA's 8 obligation families: annual notification (§99.7), school-official exception (§99.31), directory info (§99.37), consent (§99.30), records of disclosure (§99.32), amendment (§99.21), breach response, vendor procurement controls. EdTech-readiness scaffolding, not certification.

  • Updated May 29, 2026

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