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Countly is a privacy-first, AI-powered analytics and engagement platform for understanding and optimizing customer journeys across digital applications, from desktop and mobile to IoT and connected environments.
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.
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.
MCP server for AI Tutor Card disclosures. Six tools for procurement review, curriculum matching, and FERPA / COPPA compliance auditing of AI tutors. EdTech-flavored extension of the Kinetic Gain Protocol Suite.
AI Tutor Cards v0.1 draft. Disclosure spec for AI agents in an educational role: audience (age, grade, subjects), pedagogy (Socratic / homework_policy / assessment_policy), safety & privacy (FERPA / COPPA / mandated-reporter). Sixth spec in the Kinetic Gain Protocol Suite.
Kinetic Gain Protocol Suite — eight open JSON specs for the answer-engine and agent era. Five core (AEO, Prompt Provenance, Agent Cards, AI Evidence, MCP Tool Cards) plus the EdTech trio (Tutor Cards, Student AI Disclosure, Classroom AI AUP). One MCP server, one visualizer, three live properties.
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.