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.

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.

EdTech-specific profile of the AI Incident Card. Maps severity/type fields onto FERPA (34 CFR Part 99), COPPA (16 CFR §312 2025), IDEA+Section 504, Title VI/IX/504 civil-rights, per-state breach-notification, and a 5-grade instructional-impact severity scale. EdTech-readiness scaffolding, not certification.

Blind your papers locally. Grade them however you want. FERPA-compliant student work anonymization with local AI handwriting recognition via Qwen2.5-VL.

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.

Public-safe school documentation scaffold and student-data exclusion rules for the 218 Network Foundation.

Hash-chained per-state lifecycle record + reference verifier for EdTech AI products navigating 50 state student-data-privacy + state-AI-policy regimes (IL SOPPA, CA AB 1584+AB 2876, TX HB 18, NY ED Law 2-d, VA ChAIPA, CO SB 196, etc.). EdTech-readiness scaffolding, not certification.