The paper describes how an organization plans and executes training to ensure the best possible use of resources to meet organizational objectives. There is a discussion of common problems, and measures to avoid or correct those problems. While the focus of the paper is achieving compliance with the CMM Training KPA, its content is relevant to any organization engaged in training technical personnel.