FAQ
Enterprise AI Infrastructure FAQ
Direct answers to enterprise buyer questions about ARD, MCP, data boundaries, observability, and AI-agent ready architecture.
How is this different from an AI wrapper?
An AI wrapper usually adds a model interface over an existing workflow. PITECH focuses on the infrastructure required for production operation: explicit resources, controlled tool access, data contracts, and observable runtime behavior.
Does MCP solve security by itself?
No. MCP provides an integration protocol. Enterprise implementations still need authentication, authorization, policy enforcement, scoped credentials, logging, and operational ownership.
When should a company start with an architecture review?
Start with a review when agent workflows need access to internal tools, customer data, operational systems, or regulated processes.