Y‑Human Modeling Stack
- Data minimization first: privacy‑preserving feature extraction and on‑prem retention.
- Transparent pipelines: immutable logs, differential privacy where feasible.
- Model governance: versioning, bias assessments, and independent red‑teaming.
Assurance Controls
- Multi‑factor, least‑privilege access in segregated networks.
- Continuous security monitoring and incident response runbooks.
- Business continuity with site failover and offline recovery procedures.