AI GovIn development
Track AI datasets and model lineage with explicit provenance boundaries.
An AI governance console foundation for dataset registration, rights-status tracking, SHA-256 fingerprints and model lineage records.
CONCEPT / AI GOV WORKFLOW
DiscoverIdentify
AssessEvaluate
GovernControl
Illustrative interface · not live customer dataShadow AI introduces novel data privacy and intellectual property risks that traditional tools miss.
Capability map
Built around a complete working loop.
Availability will be documented capability by capability; this list describes the intended module boundary.
Model lineage records
Rights-status tracking
SHA-256 dataset fingerprinting
Workflow
Evidence moves forward without losing its source.
- 1Register dataset
- 2Record rights status
- 3Link model
- 4Review evidence
Use cases
Shadow AI discovery
LLM data exposure review
Role-based value
Risk Team — policy definition
IT — usage monitoring
Deployment and integration
Connect deliberately.
Designed to leverage ASM, Cloud and Compliance evidence after connector verification.
Security and data handling
State the boundary.
The console records governance evidence; it does not independently certify copyright ownership or regulatory compliance.
Direct answers
Questions before commitment.
Does this block AI prompts?
No. Inline prompt blocking is not currently claimed.
Does Devnora certify dataset rights?
No. The current foundation records rights evidence and fingerprints for review.