I think this is true of any company. As things get larger, red tape increases, and the mess of spaghetti code and complexity/inter-dependencies of systems means it gets harder and harder for any one person or team to fully understand the environment and avoid/recover from issues.

I actually think that the "pizza team" model in Amazon can help mitigate this, as each individual team operates as its own entity that is discouraged from relying on other teams for uptime... but this is only effective to a point.