AI Data Governance
Govern the data AI applications and agents are authorized to access and use during execution.
Overview
Govern the data AI applications and agents are authorized to access and use during execution. Apply registry-based policies, resource bindings, provider restrictions, residency controls, runtime masking/redaction, audit and governance replay. AI Data Governance in NerveMind CGOS is a governance domain inside the AI Governance Control Plane—not a general-purpose enterprise data catalog, MDM platform, or cloud DSPM replacement. Enforcement merges with AI Boundary Protection at the Universal AI Gateway.
Governance workflows
- Register AI-accessible data assets with classification and ownership
- Define data access policies with deterministic evaluation semantics
- Declare agent and application bindings to registry resources
- Authorization matrix for operator-visible access posture
Runtime supervision
- Policy-bound resource resolution at the AI Gateway
- Merged evaluation with AI Boundary Protection (strictest outcome wins)
- Fail-closed when resource context is ambiguous under policy-bound enforcement
- Document lifecycle and expiry enforcement at evaluation time
Enterprise deployment
- Tenant-scoped registry and evidence isolation
- Commercial entitlement on CGOS-EGP and CGOS-ECP packages
- Integrates with residency posture and compliance awareness surfaces
- Honest limits on scope—AI pathways, not full enterprise data estate
Auditability & evidence
- DATA-GOV access evidence linked to boundary evidence
- Access audit reports with violation telemetry
- Governance replay slices for operator investigation
- Depth-1 data flow history from governed gateway egress
Operational capabilities
- AI Data Registry and classification catalog
- Data access policies and evaluate probe
- Agent-to-data bindings and authorization matrix
- Domain vs enforcement separation from AI Boundary Engine
Operational boundaries
NerveMind CGOS provides operational governance infrastructure — awareness, traceability, and human authority — not autonomous legal interpretation or certification claims unless explicitly stated in a signed agreement.
