Configuring AI agent access based on metadata creates direct financial liability. When MCP platforms connect to 350+ data sources, the Classification Gap between schema names and actual content becomes an operational problem.
55% of your enterprise data is dark — unclassified, unmanaged, and invisible to security. It's a breach waiting to happen, a compliance violation waiting to be discovered, and a cost center hiding in plain sight.
Traditional data governance wasn't built for AI. Learn why the old model fails, what risks GenAI creates, and how to build a governance framework that actually works in 2026.
Before your data reaches an LLM, you need to know what's in it. Learn how to build a data governance pipeline that catches PII, PHI, and confidential documents before they become part of your AI model.
When a tool is sanctioned, people stop self-censoring. The friction that made someone pause before pasting a customer list? Gone. Because this one's approved.
OpenAI trains on free/Plus account inputs by default. Most employees never opt out. Learn what data is at risk and how to find it before it reaches AI training pipelines.
