A practitioner's guide to the hidden costs of connecting AI to enterprise mobile testing. This guide maps the four ways QA teams adopt AI. It breaks down the true build-versus-buy economics of an MCP integration: development, maintenance, and conformance-gap costs. It also exposes the labor lost to failure analysis, test creation, and administration.