The New Governance Control Plane for Enterprise AI
Techstrong.ai, Monday, July 13th, 2026
Commvault pitches a proxy-based governance control plane that inspects and redacts data in real time before it reaches AI models.
Traditional data protection is inadequate for AI systems, because a system can remain fully operational at the infrastructure level while becoming untrustworthy once its feeding data is compromised.
Commvault's governance control plane addresses this with a proxy-based architecture that intercepts data queries in real time and evaluates them against corporate policy before information reaches AI models.
The system performs automated classification and redaction, scanning for sensitive patterns such as social security or credit card numbers and masking them automatically.
Deployment flexibility supports regional compliance needs like GDPR by allowing the control plane to run on local Kubernetes clusters instead of public cloud.