· Michael Avdeev · Insights
The Economic Reality of the Classification Gap in Enterprise AI
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.