Ferpa Python Packages

enterprise-rag-patterns

FERPA/HIPAA/GDPR-compliant RAG patterns: identity-scoped retrieval, audit logging, and framework adapters for regulated enterprise AI

regulated-ai-governance

Comprehensive governance framework for AI agents operating in FERPA, HIPAA, GDPR, GLBA, ISO 42001, and 10+ regulated environments

regrails

Codify US federal regulations (FERPA + Title IV) into machine-readable rules with verbatim-text faithfulness gates, risk-tiered AI guardrails, and an MCP server. Proof-of-concept.

ferpa-haystack

FERPA-compliant document filter for Haystack RAG pipelines — identity-scoped pre-filtering before LLM context

voice-ai-governance

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.