Security
Governance and risk reduction at the core.
Hungry Nova Labs designs private AI systems to support compliance efforts, safeguard sensitive knowledge, and keep humans in charge.

Threat model overview
- Data leakage across roles or departments
- Over-permissioned access
- Prompt injection and adversarial queries
- Insider risk and untracked access
Controls
- RBAC with scoped knowledge domains
- Network isolation options and on-prem deployment
- Encryption at rest and secure backups
- Audit logging and change tracking
- Patching cadence and vulnerability review
Hardening checklist
- Defined role boundaries and approval paths
- Document classification and ingestion policies
- Access token rotation and key management
- Logging retention aligned with compliance needs
- Incident response plan and operational runbook
What we do
- Design the on-prem stack and retrieval pipelines.
- Configure role-based access and domain boundaries.
- Set up audit logging, alerting, and documentation.
- Provide ongoing monitoring and support.
What you control
- Document ownership and retention policies.
- Final approval of role definitions and access.
- Network topology and security controls.
- Compliance reporting and governance decisions.
Responsible AI
Our systems are designed to augment people, not replace them. We emphasize accountability, transparency, and human authority in every workflow.